DocumentCode
83935
Title
Phase-Quantized Block Noncoherent Communication
Author
Singh, Jaskirat ; Madhow, Upamanyu
Author_Institution
Samsung Res. America, Richardson, TX, USA
Volume
61
Issue
7
fYear
2013
fDate
Jul-13
Firstpage
2828
Lastpage
2839
Abstract
Analog-to-digital conversion (ADC) is a key bottleneck in scaling DSP-centric receiver architectures to multiGigabit/s speeds. Recent information-theoretic results, obtained under ideal channel conditions (perfect synchronization, no dispersion), indicate that low-precision ADC (1-4 bits) could be a suitable choice for designing such high speed systems. In this work, we study the impact of employing low-precision ADC in a carrier asynchronous system. Specifically, we consider transmission over the block noncoherent additive white Gaussian noise channel, and investigate the achievable performance under low-precision output quantization. We focus attention on an architecture in which the receiver quantizes only the phase of the received signal: this has the advantage of being implementable without automatic gain control, using multiple 1-bit ADCs preceded by analog multipliers. For standard uniform Phase Shift Keying (PSK) modulation, we study the structure of the transition density of the phase-quantized block noncoherent channel. Several results, based on the symmetry inherent in the channel model, are provided to characterize this transition density. Low-complexity procedures for computing the channel information rate, and for block demodulation, are obtained using these results. Numerical computations are performed to compare the performance of quantized and unquantized systems, for different quantization precisions, and different block lengths. With QPSK modulation, it is observed, for example, that for SNR larger than 2-3 dB, 8-bin phase quantization of the received signal recovers about 80-85% of the mutual information attained with unquantized observations, while 12-bin phase quantization recovers more than 90% of the unquantized mutual information. Dithering the constellation is shown to improve the performance in the face of drastic quantization.
Keywords
AWGN channels; analogue multipliers; demodulation; digital signal processing chips; information theory; quadrature phase shift keying; quantisation (signal); synchronisation; ADC; DSP-centric receiver architectures; QPSK modulation; additive white Gaussian noise channel; analog multipliers; analog-to-digital conversion; block demodulation; block noncoherent channel; carrier asynchronous system; channel conditions; channel information rate; information-theoretic results; low-complexity; low-precision output quantization; perfect synchronization; phase shift keying modulation; phase-quantized block noncoherent communication; received signal; transition density; word length 1 bit to 4 bit; Computer architecture; Demodulation; Mutual information; Phase shift keying; Quantization (signal); Receivers; Vectors; Quantization; analog-to-digital conversion; channel capacity; noncoherent communication; phase noise;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2013.052013.110755
Filename
6522425
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