Cumulative probability density distribution statistical loop circuit

By designing a statistical loop circuit for cumulative probability density distribution, and using analog circuits to achieve signal amplitude alignment, the problems of complexity and high power consumption of existing digital algorithms are solved, and simple and low-power signal amplitude alignment is achieved, suitable for Various wireless communication systems.

CN119210617AActive Publication Date: 2024-12-27UNIV OF ELECTRONICS SCI & TECH OF CHINA
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Patent Information

Application Number
CN202411354772.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-09-27
Publication Date
2024-12-27
Estimated Expiration
2044-09-27

AI Technical Summary

Technical Problem

The existing digital algorithms to realize signal amplitude alignment methods have problems of complexity and high power consumption in wireless communication systems, and lack methods for direct circuit implementation.

Method used

A cumulative probability density distribution statistical loop circuit is designed, including a peak detection module, a cumulative probability density comparison module, a cumulative probability density quantization module, a cumulative probability density voltage generation module, a control signal generation module and a lock detection module, which is realized through the simulation circuit. Signal amplitude alignment simplifies the circuit structure and reduces power consumption.

Benefits of technology

It realizes signal amplitude alignment with simple structure and low power consumption, and is suitable for circuit amplitude alignment of RF power amplifiers, antenna arrays and radar signals, improving the efficiency and flexibility of signal processing.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention discloses a cumulative probability density distribution statistics loop circuit, and belongs to the field of wireless communication. According to the circuit, an envelope signal of a radio frequency signal is extracted through a peak detection module; comparing the feedback output voltage with the envelope signal through a cumulative probability density comparison module to obtain a probability density signal; a cumulative probability density quantization voltage signal is obtained in a cumulative probability density quantization module; and finally, the output voltage of the circuit is regulated and controlled according to the cumulative probability density quantized voltage signal in the cumulative probability density voltage generation module. In addition, the locking detection module outputs a locking signal, so that the output voltage is stable; the control signal generation module generates control signals in the whole working process. The method is realized by an analog circuit, has the advantages of simple structure, low power consumption, wide applicable frequency band and the like, and is suitable for amplitude alignment of various signals.
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Description

Technical Field

[0001] The invention belongs to the field of wireless communications, and in particular relates to a cumulative probability density distribution statistical loop circuit. Background Art

[0002] With the development of science and technology and the Internet, people have higher demands on the amount of data and transmission rate of information transmitted by wireless communication systems. Increasing the data rate and spectrum utilization will lead to an increase in the bandwidth and peak-to-average ratio of the signal, causing serious nonlinear distortion in the power amplifier. In order to improve the quality of the output signal of the power amplifier and evaluate the distortion of the signal after amplification, it is generally necessary to compare the input and output signals at the same level, that is, to align the amplitudes of the input and output signals.

[0003] Currently, the common methods of signal amplitude alignment include maximum-minimum alignment and power alignment. Maximum-minimum alignment is to normalize the signal by taking the maximum and minimum values ​​of the signal swing as reference. Power alignment is to obtain a reference amplitude value by averaging all the signal energy and normalize the signal with the reference amplitude value. These two methods are widely used in error analysis of adaptive pre-distortion circuits and in controlling PAPR (peak-to-average ratio) in OFDM (orthogonal frequency division multiplexing) systems.

[0004] However, the above two methods are generally implemented using digital algorithms, and there is no public report on direct circuit implementation. Therefore, finding a method with simple circuit implementation and good normalization effect is an important research content in circuit signal preprocessing amplitude alignment. Summary of the invention

[0005] Aiming at the problem of signal amplitude alignment in signal preprocessing, the present invention proposes a cumulative probability density distribution statistical loop circuit.

[0006] To achieve the above object, the technical solution of the present invention is as follows:

[0007] A cumulative probability density distribution statistical loop circuit is characterized by comprising a peak detection module, a cumulative probability density comparison module, a cumulative probability density quantization module, a cumulative probability density voltage generation module, a control signal generation module, and a lock detection module.

[0008] The peak detection module is used to perform envelope peak detection on the input radio frequency signal, amplify the amplitude of the envelope signal obtained by detection, and then output the amplified envelope signal to the cumulative probability density comparison module.

[0009] The cumulative probability density comparison module is used to receive the envelope signal input by the peak detection module and the cumulative probability density voltage signal input by the cumulative probability density voltage generation module, and compare the two received signals to obtain a probability density signal, and output the probability density signal to the cumulative probability density quantization module; the probability density signal carries the probability information that the envelope signal is distributed below the cumulative probability density voltage value.

[0010] The cumulative probability density quantization module is used to generate a switching signal V PULSE1 and the switching signal V RESET Under the control of , the voltage information of the input probability density signal is extracted to obtain a cumulative probability density quantized voltage signal (the voltage value of the voltage signal is linearly related to the probability density value of the envelope signal obtained by peak detection of the RF signal, that is, the probability density of the envelope signal is mapped to a specific voltage value), and the cumulative probability density quantized voltage signal is output to the cumulative probability density voltage generating module.

[0011] The cumulative probability density voltage generation module is used to receive the cumulative probability density quantized voltage value signal and the switch signal V PULSE2 , lock signal LOCK; generate a control voltage signal according to the cumulative probability density quantized voltage signal, and send it to the lock detection module; at the same time, according to the control voltage signal, the switch signal V PULSE2 and the lock signal LOCK, generating the output voltage V out The output voltage is also fed back to the cumulative probability density comparison module as a cumulative probability density voltage value signal.

[0012] The control signal generating module is used to generate a control signal of the circuit, and the control signal includes a switch signal V PULSE1 , switch signal V PUL , switch signal V RESET ; Wherein, the switch signal V PULSE , used to control the start and stop integration of the cumulative probability density quantization module; the switch signal V PULSE2 , used to control the working state of the cumulative probability density voltage generating module; the control signal V RESET , used to control the cumulative probability density quantization module to reset and return to the initial state.

[0013] The lock detection module is used to generate a lock signal LOCK according to the received control voltage signal, and send it to the cumulative probability density voltage generation module.

[0014] Preferably, the peak detection module is composed of an RC peak detection circuit and a common source amplifier circuit connected in series.

[0015] Preferably, the control signal generating module is composed of a voltage controlled oscillator (VCO), a time delay device and a phase frequency detector (PFD); the voltage controlled oscillator is used to generate a switching signal V PULSE1 And sent to the cumulative probability density quantization module, the time delay device and the frequency and phase detector; the time delay device converts the switch signal V PULSE Delay and get the switch signal V RESET And sent to the cumulative probability density quantization module and the frequency detector; the frequency detector, the switching signal V PULSE1 and the switching signal V RESET Perform frequency and phase discrimination to generate a switching signal V PULSE And sent to the cumulative probability density voltage generation module.

[0016] Preferably, the cumulative probability density comparison module is composed of a first comparator and an inverter connected in series; the input of the first comparator is an envelope signal and a cumulative probability density voltage signal, and the output is a square wave signal; this square wave signal reflects the probability density of the envelope signal input by the peak detection module during this observation time relative to the cumulative probability density voltage value signal output by the overall circuit, that is, the probability that the envelope signal is distributed above the circuit output voltage during this period of time; the inverter is used to invert the square wave signal to obtain a probability density signal; the high level time of this probability density signal reflects the probability that the envelope signal is distributed below the circuit output voltage during this period of time.

[0017] Preferably, the cumulative probability density quantization module includes a capacitor C STA , constant current source, a first switch, a second switch, and a third switch;

[0018] The capacitor C STA One end of the circuit is grounded, and the other end is connected to three branches; wherein the first branch is grounded through the second switch, the second branch is connected to the constant current source through the third switch, and the third branch serves as the output end of the cumulative probability density quantization module;

[0019] The on / off state of the first switch is determined by the switch signal V PULSE1 Control; the opening state of the second switch is controlled by the switch signal V RESET Control; the on / off state of the third switch is controlled by the probability density signal, and the probability density signal is input to the third switch through the first switch.

[0020] When the first switch and the third switch are closed, the capacitor C STA Start charging, so that the cumulative probability density quantized voltage value starts to integrate; when the second switch is closed, the capacitor C STA Discharge to clear the cumulative probability density quantization voltage value to zero.

[0021] Preferably, the cumulative probability density voltage generating module includes a second comparator, a charge pump, a capacitor C OUT , a fourth switch, and a fifth switch; the input of the second comparator is a cumulative probability density quantized voltage signal and a preset reference probability density quantized voltage signal, and the output is a control voltage signal; the control voltage signal is input to a charge pump; the output end of the charge pump is connected to the circuit output end through the fourth switch and the fifth switch in series, and the capacitor C OUT The capacitor C OUT One end of the fourth switch is connected to the node between the fifth switch and the circuit output terminal, and the other end is grounded; the on / off state of the fourth switch is determined by the switch signal V PULSE2 The on / off state of the fifth switch is controlled by the lock signal LOCK; by controlling the on / off state of the fourth switch and the fifth switch, the output voltage V of the circuit is controlled out .

[0022] Preferably, the lock detection module includes 4 D flip-flops cascaded in sequence; wherein the R ports of the 4 D flip-flops are all input with the same reset signal; the C port of the first D flip-flop is input with the control voltage signal, and the C ports of the other three D flip-flops are connected to the Q port of the previous D flip-flop; the D port of the fourth flip-flop is connected to a high level, and at the same time, the Q port of the fourth flip-flop outputs a lock signal LOCK. When the lock detection module detects that the input control voltage signal has 8 rising edges (i.e., the probability that there are 8 envelope signals distributed below the final output voltage is higher than the expected probability density), the lock signal is switched from a low level to a high level, the fifth switch is controlled to be disconnected, and the output voltage V of the cumulative probability density voltage generation module is locked. out When the lock detection module detects that the input reset signal is at a low level, the lock signal is switched from a high level to a low level, the fifth switch is controlled to close, and the output voltage V of the cumulative probability density voltage generating module is adjusted. out .

[0023] Beneficial effects of the present invention:

[0024] The present invention extracts the envelope signal of the input radio frequency signal through the peak detection module; compares the output voltage and the envelope signal fed back by the current circuit through the cumulative probability density comparison module to obtain a signal reflecting the probability density of the envelope signal relative to the output voltage (cumulative probability density voltage signal) of the final circuit within this observation time; inputs the probability density signal into the cumulative probability density quantization module to obtain the cumulative probability density quantized voltage signal; the cumulative probability density voltage generation module regulates the output voltage of the circuit according to the cumulative probability density quantized voltage signal; in addition, the locking detection module outputs a locking signal to the cumulative probability density voltage generation module after the output voltage of the circuit reaches the requirement, indicating that the entire circuit has reached stability; and the control signal generation module generates the control signal required in the entire working process of the circuit.

[0025] The present invention is implemented by an analog circuit. Compared with digital amplitude alignment, the circuit has the advantages of simple structure, low power consumption, and wide applicable frequency bandwidth. It can be applied to the amplitude alignment of various signals, including but not limited to the circuit amplitude alignment of radio frequency power amplifiers, antenna arrays, and radar signals. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] Figure 1 Overall structural block diagram of the cumulative probability density statistics loop system.

[0027] Figure 2 Schematic diagram of the control signal generation module structure.

[0028] Figure 3 Time domain waveform diagram of the control signal generated by the control signal generating module.

[0029] Figure 4 Schematic diagram of the cumulative probability density quantization module structure.

[0030] Figure 5 The signal time domain waveform when the cumulative probability density quantization module is working.

[0031] Figure 6 Schematic diagram of the signal time domain waveform when the cumulative probability density voltage generating module is working.

[0032] Figure 7 Schematic diagram of the lock detection module structure.

[0033] Figure 8 The signal time domain waveform when the lock detection module is working.

[0034] Fig. 9 Virtuoso outputs simulation results after providing parameters. DETAILED DESCRIPTION

[0035] In order to make the objectives, technical solutions and advantages of the present invention more clear, the present invention is further described in detail below in conjunction with the implementation modes and the accompanying drawings.

[0036] A cumulative probability density distribution statistics loop circuit of this embodiment, Figure 1 As shown, it includes a peak detection module, a cumulative probability density comparison module, a cumulative probability density quantization module, a cumulative probability density voltage generation module, a control signal generation module, and a lock detection module.

[0037] The peak detection module is composed of an RC peak detection circuit and a common source amplifier circuit connected in series, and is used to perform envelope peak detection on the input RF signal, amplify the amplitude of the envelope signal obtained by detection, and then convert the amplified envelope signal V SIGN Output to the Cumulative Probability Density Comparison module.

[0038] The cumulative probability density comparison module is composed of a first comparator and an inverter connected in series; the input of the first comparator is an envelope signal and a cumulative probability density voltage signal, and the output is a square wave signal; this square wave signal reflects the probability density of the envelope signal input by the peak detection module during this observation period relative to the cumulative probability density voltage value signal output by the overall circuit, that is, the probability that the envelope signal is distributed above the circuit output voltage during this period; the inverter is used to invert the square wave signal to obtain a probability density signal V COM ; This probability density signal is input to the cumulative probability density quantization module, and the high level time reflects the probability that the envelope signal is distributed below the circuit output voltage during this period of time.

[0039] The cumulative probability density quantization module is used to extract the input probability density signal V under the control of the control signal. COM The voltage information is obtained by quantizing the voltage signal V using the cumulative probability density. STA And output to the cumulative probability density voltage generation module.

[0040] like Figure 4 As shown, the cumulative probability density quantization module includes a capacitor C STA , a constant current source, a first switch, a second switch, and a third switch; wherein the capacitor C STA One end of the circuit is grounded, and the other end is connected to three branches; the first branch is grounded through the second switch, the second branch is connected to the constant current source through the third switch, and the third branch serves as the output end of the cumulative probability density quantization module.

[0041] The on / off state of the first switch is determined by the switch signal V PULSE1 Control; the opening state of the second switch is controlled by the switch signal V RESET Control; the on-off state of the third switch is determined by the probability density signal V COMControl, and the probability density signal is input to the third switch through the first switch.

[0042] like Figure 5 As shown, when the switching signal V PULSE is low, the first switch is closed, making the probability density signal V COM Input to the third switch; probability density signal V COM The high level triggers the third switch to close, so that the capacitor C STA Charging starts, the cumulative probability density quantized voltage value starts to integrate, and the low level triggers the third switch to disconnect, making the capacitor C STA Stop charging, and the cumulative probability density quantized voltage value stops integrating. PULSE1 is high, the first switch is disconnected, and the probability density signal V COM The third switch cannot be triggered to close, i.e. the capacitor C STA Stop charging. During the integration process, when the switch signal V RESET Switches to high level, the second switch is closed, and the capacitor C STA Discharge, the cumulative probability density quantization voltage value is reset to zero.

[0043] The voltage value of the cumulative probability density quantized voltage signal is linearly related to the probability density value of the envelope signal obtained by peak detection of the RF signal. The high level time in the envelope signal is mapped to a specific voltage value through the cumulative probability density quantization module.

[0044] The cumulative probability density voltage generating module is used to receive the cumulative probability density quantized voltage value signal V STA , switch signal V PULSE2 , lock signal LOCK; generate a control voltage signal according to the cumulative probability density quantized voltage signal, and send it to the lock detection module; at the same time, according to the control voltage signal, the switch signal V PULSE2 and the lock signal LOCK, generating the output voltage V out The output voltage is also fed back to the cumulative probability density comparison module as a cumulative probability density voltage value signal.

[0045] The cumulative probability density voltage generation module is as follows: Figure 1 As shown, it includes a second comparator, a charge pump, a capacitor C OUT , a fourth switch, and a fifth switch. The input of the second comparator is a cumulative probability density quantized voltage signal V STA and the preset reference probability density quantized voltage signal V REF , the output is the control voltage signal V COM ; The control voltage signal V COM2The output end of the charge pump is connected to the circuit output end through the fourth switch and the fifth switch connected in series; the capacitor C OUT One end of the fourth switch is connected to the node between the fifth switch and the circuit output terminal, and the other end is grounded; the on / off state of the fourth switch is determined by the switch signal V PULS The on / off state of the fifth switch is controlled by the lock signal LOCK; by controlling the on / off state of the fourth switch and the fifth switch, the output voltage V of the circuit is controlled out , the output voltage V out At the same time, it is fed back to the cumulative probability density comparison module as a cumulative probability density voltage value signal.

[0046] like Figure 6 As shown, when the switching signal V PULSE is high level, the lock signal LOCK is low level, then the fourth switch and the fifth switch are closed; at this time, when the cumulative probability density quantized voltage signal V STA Less than the preset reference probability density quantized voltage signal V REF , control voltage signal V COM2 is low, the charge pump is OUT When charging is performed, the cumulative probability density quantizes the voltage signal V STA Greater than the preset reference probability density quantized voltage signal V REF , control voltage signal V COM2 is high, the charge pump is OUT Discharge; when the switch signal V PULSE2 When the lock signal LOCK is at a low level, or the lock signal LOCK is at a high level, the fourth switch or the fifth switch is disconnected, and the capacitor C OUT Keep stable, that is, the output voltage V out Stay steady.

[0047] The control signal generating module is as follows: Figure 2 As shown, it is composed of a voltage controlled oscillator (VCO), a time delay device and a phase frequency detector (PFD); the voltage controlled oscillator is used to generate a switching signal V PULSE1 And sent to the cumulative probability density quantization module, the time delay device and the frequency and phase detector; the time delay device converts the switch signal V PULSE1 Delay and get the switch signal V RESET And sent to the cumulative probability density quantization module and the frequency detector; the frequency detector, the switching signal V PULSE and the switching signal V RESET Perform frequency and phase discrimination to generate a switching signal V PULSE2 And sent to the cumulative probability density voltage generation module.

[0048] Switching signal V PUL , switch signal VRESET , switch signal V PULSE The time domain waveform is as follows Figure 3 As shown, the voltage controlled oscillator generates a switching signal V PULSE1 , switching signal V RESET is the switching signal V PULSE1 The signal after the delay of the delay device, the switch signal V PULSE2 is the switching signal V PULSE1 and the switching signal V RESET After the frequency and phase detection, the signal. When the switch signal V PULSE1 is low level, the switch signal V PULSE2 is low level, that is, the cumulative probability density quantized voltage value integral (V PULSE1 is low level), the fourth switch is disconnected, making the output voltage V out Keep stable; when the switching signal V PULSE1 is high level, the switch signal V PULSE2 At the same time, the fourth switch will be closed, that is, when the cumulative probability density quantized voltage signal VS TA When the integration stops and reaches stability, the cumulative probability density voltage generation module will quantize the cumulative probability density voltage value V STA The reference probability density quantized voltage value V REF Compare and get the control voltage signal V COM2 ; When the preset time (delay time of the delay device) has passed, the switch signal V RESET becomes high level, initializing the cumulative probability density quantization module, and at the same time, the frequency detector and phase detector will make the switch signal V PULSE2 becomes low level, disconnecting the fourth switch, making the output voltage V out Keep steady for the next observation.

[0049] The lock detection module is used to generate a lock signal LOCK according to the received control voltage signal and send it to the cumulative probability density voltage generation module. Figure 7 As shown, it includes 4 D flip-flops cascaded in sequence; wherein the R ports of the 4 D flip-flops are all input with the same reset signal RET_LOCK; the C port of the first D flip-flop is input with the control voltage signal V COM2 , the C ports of the other three D flip-flops are connected to the Q ports of the previous D flip-flops; the D port of the fourth flip-flop is connected to a high level, and at the same time, the Q port of the fourth flip-flop outputs a lock signal LOCK. Figure 8As shown, when the lock detection module detects that the input control voltage signal has 8 rising edges (that is, the probability that the envelope signal is distributed below the final output voltage 8 times is higher than the expected probability density), the lock signal is switched from a low level to a high level, the fifth switch is controlled to be disconnected, and the output voltage V of the cumulative probability density voltage generating module is locked. out When the lock detection module detects that the input reset signal RET_LOCK is at a low level, the lock signal is switched from a high level to a low level, the fifth switch is controlled to close, and the output voltage V of the cumulative probability density voltage generating module is adjusted. out .

[0050] The principle adopted by the cumulative probability density quantization module is: fixed observation time t, charging current I, capacitance value C, according to The voltage on the capacitor can be obtained where t h is the signal V entering the quantization circuit COM The total time of high level in one observation cycle, and the 100% probability density quantized voltage value is the constant current source continuously supplies the capacitor C when the signal is always high level in one observation cycle. STA Voltage value after charging Then the voltage value V quantified by the probability density expected by the circuit is REF Through V full Calculate (for example, if 80% probability density is required, set the voltage to 0.8V full ), V REF Input the actual voltage V quantized by the AND circuit in the second comparator STA By comparison, we can determine whether the probability density of the current signal distribution of the circuit below the output voltage is the expected probability density.

[0051] When the cumulative probability density voltage generation module is working, the cumulative probability density quantized voltage value V STA When it is not stable (i.e., the probability of the RF envelope signal being distributed below the final output voltage of the device does not reach the expected probability density), the fifth switch controlled by the control signal LOCK output by the lock detection module always remains closed; the control voltage signal V output by the comparator in the cumulative probability density voltage generation module is COM2 Control the charge pump to the capacitor C OUT During this process, if the control voltage signal V COM2 If the voltage is low, it means that the probability of the RF envelope signal being distributed below the final output voltage of the device does not reach the expected probability density, and a charge pump is needed to charge the capacitor C OUT Charging, increasing the output voltage V out ; If the control voltage signal V COM2If the voltage is high, it means that the probability of the RF envelope signal being distributed below the final output voltage of the device is higher than the expected probability density, and a charge pump is needed to charge the capacitor C OUT Discharge, reduce V out voltage, and finally stabilize the output voltage at the required probability density value; the output voltage V out After stabilization, the lock signal LOCK becomes high level to control the fifth switch to be disconnected, locking the output voltage V out , the output voltage of the circuit is V out The voltage waveform results are as follows Fig. 9 The error relative to the theoretical probability density error is shown in Table 1.

[0052] Table 1

[0053] Theoretical probability density (%) Loop stability probability density output (%) error 90 90.75-93.83 3.83% 75 75.29-77.29 2.29% 60 62.27-63.93 3.93% 50 51.90-53.56 3.56%

Claims

1. A cumulative probability density distribution statistical loop circuit, characterized in that: It includes a peak detection module, a cumulative probability density comparison module, a cumulative probability density quantization module, a cumulative probability density voltage generation module, a control signal generation module, and a lock detection module; The peak detection module is used to perform envelope peak detection on the input radio frequency signal, amplify the amplitude of the envelope signal obtained by detection, and then output the amplified envelope signal to the cumulative probability density comparison module; The cumulative probability density comparison module is used to receive the envelope signal input by the peak detection module and the cumulative probability density voltage signal input by the cumulative probability density voltage generation module, and compare the two received signals to obtain a probability density signal, and output the probability density signal to the cumulative probability density quantization module; the probability density signal carries the probability information that the envelope signal is distributed below the cumulative probability density voltage value; The cumulative probability density quantization module is used to generate a switching signal V PULSE1 and the switching signal V RESET Under the control of , extract the voltage information of the input probability density signal to obtain a cumulative probability density quantized voltage signal, and output the cumulative probability density quantized voltage signal to a cumulative probability density voltage generating module; The cumulative probability density voltage generation module is used to receive the cumulative probability density quantized voltage value signal and the switch signal V PULSE2 , lock signal LOCK; generate a control voltage signal according to the cumulative probability density quantized voltage signal, and send it to the lock detection module; at the same time, according to the control voltage signal, the switch signal V PUL and the lock signal LOCK, generating the output voltage V out , the output voltage is also fed back to the cumulative probability density comparison module as a cumulative probability density voltage value signal; The control signal generating module is used to generate a control signal of the circuit, and the control signal includes a switch signal V PULSE , switch signal V PULSE , switch signal V RESET ; Wherein, the switch signal V PULSE1 , used to control the start and stop integration of the cumulative probability density quantization module; the switch signal V PUL , used to control the working state of the cumulative probability density voltage generating module; the control signal V RESET , used to control the cumulative probability density quantization module to reset and return to the initial state; The lock detection module is used to generate a lock signal LOCK according to the received control voltage signal and send it to the cumulative probability density voltage generation module to lock the output voltage V out .

2. A cumulative probability density distribution statistical loop circuit as claimed in claim 1, characterized in that: The control signal generating module is composed of a voltage controlled oscillator, a time delay device and a frequency and phase detector; the voltage controlled oscillator is used to generate a switch signal V PULSE And sent to the cumulative probability density quantization module, the time delay device and the frequency and phase detector; the time delay device converts the switch signal V PULSE1 Delay and get the switch signal V RESET And sent to the cumulative probability density quantization module and the frequency detector; the frequency detector, the switching signal V PUL and the switching signal V RESET Perform frequency and phase discrimination to generate a switching signal V PULSE And sent to the cumulative probability density voltage generation module.

3. A cumulative probability density distribution statistical loop circuit as claimed in claim 2, characterized in that: The cumulative probability density quantization module includes a capacitor C STA , constant current source, a first switch, a second switch, and a third switch; The capacitor C STA One end of the circuit is grounded, and the other end is connected to three branches; wherein the first branch is grounded through the second switch, the second branch is connected to the constant current source through the third switch, and the third branch serves as the output end of the cumulative probability density quantization module; The on / off state of the first switch is determined by the switch signal V PULSE1 Control; the opening state of the second switch is controlled by the switch signal V RESET Control; the on / off state of the third switch is controlled by the probability density signal, and the probability density signal is input to the third switch through the first switch. When the first switch and the third switch are closed, the capacitor C STA Start charging, so that the cumulative probability density quantized voltage value starts to integrate; when the second switch is closed, the capacitor C STA Discharge to clear the cumulative probability density quantization voltage value to zero.

4. A cumulative probability density distribution statistical loop circuit as claimed in claim 3, characterized in that: The cumulative probability density voltage generation module includes a second comparator, a charge pump, a capacitor C OUT , a fourth switch, and a fifth switch; the input of the second comparator is a cumulative probability density quantized voltage signal and a preset reference probability density quantized voltage signal, and the output is a control voltage signal; the control voltage signal is input to a charge pump; the output end of the charge pump is connected to the circuit output end through the fourth switch and the fifth switch in series, and the capacitor C OUT The capacitor C OUT One end of the fourth switch is connected to the node between the fifth switch and the circuit output terminal, and the other end is grounded; the on / off state of the fourth switch is determined by the switch signal V PULoE2 The on / off state of the fifth switch is controlled by the lock signal LOCK; by controlling the on / off state of the fourth switch and the fifth switch, the output voltage V of the circuit is controlled out .

5. A cumulative probability density distribution statistical loop circuit as claimed in claim 4, characterized in that: The cumulative probability density comparison module is composed of a first comparator and an inverter connected in series; the input of the first comparator is an envelope signal and a cumulative probability density voltage signal, and the output is a square wave signal; this square wave signal reflects the probability density of the envelope signal input by the peak detection module within this observation time relative to the cumulative probability density voltage value signal output by the overall circuit; the inverter is used to invert the square wave signal to obtain a probability density signal; the high level time of this probability density signal reflects the probability that the envelope signal is distributed below the circuit output voltage within this period of time.

6. A cumulative probability density distribution statistical loop circuit as claimed in claim 5, characterized in that: The locking detection module includes 4 D flip-flops cascaded in sequence; wherein the R ports of the 4 D flip-flops are all input with the same reset signal; the C port of the first D flip-flop is input with the control voltage signal, and the C ports of the other three D flip-flops are connected with the Q ports of the previous D flip-flops; the D port of the fourth flip-flop is connected with a high level, and at the same time, the Q port of the fourth flip-flop outputs a locking signal LOCK; when the locking detection module detects that the input control voltage signal has 8 rising edges, the locking signal is switched from a low level to a high level, the fifth switch is controlled to be disconnected, and the output voltage V of the cumulative probability density voltage generating module is locked. out When the lock detection module detects that the input reset signal is at a low level, the lock signal is switched from a high level to a low level, the fifth switch is controlled to close, and the output voltage V of the cumulative probability density voltage generating module is adjusted. out .

7. A cumulative probability density distribution statistical loop circuit as claimed in claim 6, characterized in that: The peak detection module is composed of an RC peak detection circuit and a common source amplifier circuit connected in series.

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