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Speed and accuracy comparison of techniques to solve a binary quadratic programming problem with applications to synchronous CDMA

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4 Author(s)
Hasegawa, F. ; Dept. of Electr. & Comput. Eng., Connecticut Univ., Storrs, CT, USA ; Luo, J. ; Pattipati, K. ; Willett, P.

We (2001) previously showed that for solutions of the binary quadratic programming problem there exists an "efficient frontier" in the performance/speed domain among the algorithms which characterizes the relative performance of each algorithm. Here, in addition to the algorithms implemented previously, the Boltzmann machine, genetic algorithm and space alternating generalized EM (SAGE) receiver are implemented and results are given for much larger scale problems. Simulation results show that these and several other of the proposed methods can significantly outperform the decision feedback detector or its group counterpart

Published in:

Systems, Man, and Cybernetics, 2001 IEEE International Conference on  (Volume:4 )

Date of Conference:

2001