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Polynomial complexity optimal detection for oversaturated M-ary complex-valued Multiple-Access systems | IEEE Conference Publication | IEEE Xplore

Polynomial complexity optimal detection for oversaturated M-ary complex-valued Multiple-Access systems


Abstract:

The optimal multiuser detection (OMD) for binary Multiple-Access (MA) system can be posed as a binary quadratic programming (BQP) which belongs to a nondeterministic poly...Show More

Abstract:

The optimal multiuser detection (OMD) for binary Multiple-Access (MA) system can be posed as a binary quadratic programming (BQP) which belongs to a nondeterministic polynomial-time hard (NP-hard) problem unless the systems have some special structures. While, the OMD for PAM real-valued MA system can be posed as an integer quadratic programming (IQP) which is a problem much more difficult than BQP. Furthermore, the most generalized MA system is the M-ary complex-valued system and the OMD for this system can be posed as a complex-valued integer quadratic programming (CIQP). To the best of our knowledge, the optimal detector with polynomial complexity has never been presented for any nonorthogonal Mary complex-valued MA system. In this paper, we focus our interests on a certain M-ary complex-valued nonorthogonal MA system with a hierarchical structure of the signature waveform set. The OMD for this system can be posed as a CIQP. By using two properties of the hierarchical signature waveform set, we propose a polynomial complexity detector which can solve this CIQP optimally.
Date of Conference: 05-09 December 2011
Date Added to IEEE Xplore: 01 March 2012
ISBN Information:
Print ISSN: 2166-0077
Conference Location: Houston, TX, USA
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Inha University, Incheon, South Korea

School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Dalian University of Technology, Dalian, China
School of Information and Communication Engineering, Inha University, Incheon, South Korea
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