Incoherent multiple-user detection method and device for non-orthogonal multi-pulse modulation
A multi-user detection, multi-pulse technology, applied in the transmitter/receiver shaping network, baseband system, digital transmission system, etc., can solve the problems of unsatisfactory detector performance, amplified noise power, and high computational complexity, Eliminate multiple access interference, improve detection performance, and reduce computational complexity
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Embodiment 1
[0032] In the non-orthogonal multi-pulse modulation technology, since the transmitted signals of each user can be non-orthogonal and have unequal energy, multiple access interference will occur when superimposed to the receiving end. In the existing multi-user detection technology, although the non-coherent decorrelation detection completely eliminates the multiple access interference, it also amplifies the noise at the same time. Although the non-coherent MMSE detection minimizes the mean square error, there are still residual multiple access interference items. The performance of incoherent decision feedback can approach the single-user interface through iterative feedback between users, but its computational complexity is too high to be easy to realize. Aiming at various problems existing in the prior art, the present invention proposes a non-coherent multi-user detection method of non-orthogonal multi-pulse modulation. The present invention transforms the correlation matri...
Embodiment 2
[0055] The non-coherent multi-user detection method of non-orthogonal multi-pulse modulation is the same as embodiment 1, wherein the establishment of a pseudo-linear model of the received signal through non-orthogonal multi-pulse modulation described in step 1 specifically includes:
[0056] Step 1.1: Receive non-orthogonal multi-pulse modulated multi-user superposition signals, in which all K users transmit log by sending M non-orthogonal signals 2 After M-bit information passes through the additive Gaussian white noise channel, the superimposed signals of K users arrive at the receiver synchronously, and the received signal is expressed as:
[0057]
[0058] where z(t) is the unilateral power spectral density σ 2 noise, s kj (t),j∈{1,2,…,M} is expressed as the jth linearly independent waveform of user k with unit energy and equal probability transmission, E kj and φ kj represent the energy and phase of the jth signal of user k, respectively.
[0059] Step 1.2: Establ...
Embodiment 3
[0067] The non-coherent multi-user detection method of non-orthogonal multi-pulse modulation is the same as embodiment 1-2, wherein the matched filter bank described in step 2 is composed of MK filters that match all possible transmission signal waveforms of all users , the received signal passes through the matched filter, and the obtained MK-dimensional sufficient statistics are:
[0068] y=S H r=RAb+n
[0069] The sufficient statistic y is the output of the matched filter bank.
[0070] where R=S H S is an MK×MK order correlation matrix composed of signal waveforms, matrix A is a diagonal matrix composed of amplitude information of all users, vector b is an MK-dimensional column vector composed of symbol information of all users, and n is zero mean The covariance matrix of is σ 2 Gaussian random variables for R.
[0071] The difference between the present invention and the traditional CDMA system is that when the traditional CDMA system performs multi-user detection, a...
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