Multi-Waveform Digital Predistortion Calibration for Transmitter Linearity

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Solution Overview

Problem

Conventional digital predistortion systems face challenges in accurately calibrating and compensating for nonlinearity and memory effects in electro-optical transmitter modules, leading to suboptimal signal integrity and interoperability issues across different transmitter systems.

Innovation Solution

A multi-waveform digital predistortion calibration system that uses a pseudorandom binary sequence generator, playback memory, and optical capture device to dynamically configure and calibrate the predistortion circuit, adjusting coefficients and cross-term signals to optimize signal linearity and frequency flatness, even in varying temperature and voltage conditions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If conventional single-waveform calibration is used, then the calibration process is simple, but the signal integrity and linearity are insufficient under varying operating conditions

Engineering Contradiction:
Improvesignal integrityVSAvoidcalibration system complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The calibration system is designed to handle multiple waveform types (PAM4, NRZ, OOK) and multiple calibration objectives (linearity, memory effects, temperature compensation) within a single unified framework. The multi-waveform calibration sequence enables one calibration process to achieve multiple calibration goals that would otherwise require separate calibration routines, thereby improving signal integrity without proportionally increasing system complexity.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The calibration system dynamically adapts to varying operating conditions by incorporating temperature-dependent calibration and memory effect compensation. The calibration coefficients are adjusted based on temperature measurements and waveform-specific characteristics, allowing the system to maintain optimal performance across different operating conditions rather than relying on fixed static calibration parameters.

Inventive Principle:
Principle #15Dynamics

2Measurement precision

If multi-waveform calibration is implemented, then signal linearity and frequency flatness improve, but calibration time and processing complexity increase

Engineering Contradiction:
Improvelinearity measurement accuracyVSAvoidcalibration time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The system performs preliminary temperature compensation and memory effect characterization during the calibration process. By pre-characterizing these effects using multiple waveform types and storing the results as calibration coefficients, the system establishes accurate baseline corrections that improve linearity measurement accuracy. This preliminary characterization prevents the need for repeated iterative adjustments during operation, thereby reducing overall calibration time despite the initial multi-waveform measurement requirements.

Inventive Principle:
Principle #10Preliminary action

3Stability of the object's composition

If temperature compensation is added to predistortion calibration, then performance stability across temperature ranges improves, but system complexity and calibration requirements increase

Engineering Contradiction:
Improveperformance stabilityVSAvoidcalibration system complexity
Core Design Contradiction:
Stability of the object's compositionVSDevice complexity

Solution Approach 1:

The system compensates for temperature variations by adjusting calibration coefficients based on measured temperature conditions. During calibration, the system characterizes performance at different temperatures and stores temperature-dependent correction parameters. During operation, the appropriate coefficients are selected based on the current temperature measurement, enabling stable performance across temperature ranges without requiring complex real-time adaptive algorithms or additional hardware components.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS20230412276A1Multi-waveform digital predistortion calibration
Publication Date: 2023.12.21 MAXLINEAR INC
  • US20230412276A1 patent drawing
  • US20230412276A1 patent drawing
  • US20230412276A1 patent drawing

AI summary

A calibration system comprises control circuitry and waveform capture circuitry. The control circuitry selects a first calibration waveform for input to a digital predistortion circuit of a transmitter. The capture circuitry captures a first waveform output by the transmitter in response to the first calibration waveform. The control circuitry compares the first calibration waveform to the captured first waveform. The control circuitry selects a first one of a plurality of mapping circuit configurations based on the result of the comparison, wherein the mapping circuit is configured to map outputs of a plurality of delay circuits among inputs of a plurality of filter taps. The control circuitry stores the one of the mapping circuit configurations in nonvolatile memory associated with the transmitter.