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EURASIP Journal on Wireless Communications and Networking
Article . 2012 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks

Authors: Seyed Pooya Shariatpanahi; Javier Del Ser; Babak Hossein Khalaj; Hamed Shah-Mansouri;

Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks

Abstract

AbstractThe most successful achievable schemes for ad hoc wireless networks are those based on establishing cooperative multiple-input and multiple-output links. In this article, we analyze one of the important design parameters of such schemes, namely the number of quantization bits. Due to the digital architecture of these schemes, the received signal at nodes should become quantized before further processing. The scheme’s aggregate throughput highly depends on the resolution of the quantization process. We demonstrate that there is an optimum number of quantization bits which maximizes the network throughput. We show that the optimum number of quantization bits scales asβlog2(SNR), for any strictly positiveβindependent of SNR, for the high SNR regime. Furthermore, we derive the optimum scaling of network throughput in such a regime. It is concluded that a good management of the number of quantization bits as a design parameter has a significant impact on the network performance.

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Keywords

Computer Networks and Communications, Signal Processing, Computer Science Applications

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
gold