Title :
Detection of Code Spread OFDM based on 0–1 Integer Quadratic Programming
Author :
Elghariani, A. ; Zoltowski, M.D.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
In this paper we introduce Integer Quadratic Programming (IQP) approach to detect QPSK Code Spread OFDM (CSOFDM) signal by formulating the problem as a combinatorial optimization problem. The Branch and Bound (BB) algorithm is utilized to solve this integer quadratic programming problem. Furthermore, we propose preprocessing procedures that can be applied prior to BB so that the computational complexity of the optimum receiver is reduced. The basic idea of the proposed preprocessing is to introduce a good choice of upper bound for the BB search tree and/or reduce the search space of the BB problem. Performance and complexity computations of these preprocessing are investigated. Simulation results show that the proposed preprocessing when applied prior to BB provides optimal or near optimal performance with a significantly reduced computational complexity.
Keywords :
OFDM modulation; combinatorial mathematics; computational complexity; integer programming; quadratic programming; quadrature phase shift keying; signal detection; tree searching; 0-1 integer quadratic programming; BB algorithm; BB search tree; CSOFDM signal detection; IQP approach; QPSK code spread OFDM signal detection; branch-and-bound algorithm; combinatorial optimization problem; computational complexity reduction; optimum receiver; Branch and Bound; CSOFDM; Computational complexity; Integer Quadratic Programming; LLR; MMSE;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-5050-1
DOI :
10.1109/ACSSC.2012.6489382