Wavelet-packet-based multiple-access communication

Rachel E. Learned; A. Hamid Krim; Bernhard E. H. Claus; Alan S. Willsky; William Clement Karl

doi:10.1117/12.188775

11 October 1994 Wavelet-packet-based multiple-access communication

Rachel E. Learned, A. Hamid Krim, Bernhard E. H. Claus, Alan S. Willsky, William Clement Karl

Proceedings Volume 2303, Wavelet Applications in Signal and Image Processing II; (1994) https://doi.org/10.1117/12.188775
Event: SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation, 1994, San Diego, CA, United States

Abstract

We explore the role that the wavelet packet transforms can play an increasing multiple access communication throughput via waveform design and receiver design. Wavelet packets offer a flexible framework which allows us to select and refine signature waveforms at intermediate time-frequency levels leading to the development of efficient methods for near optimal receiver implementation. The optimal receiver will jointly demodulate all of the received waveforms and has a complexity which is exponential in the number of users, while a suboptimal version will attempt to do the same with a greatly reduced computational complexity. We believe that our wavelet packet recursive joint detection system described in this paper offers a good alternative approach to existing comparable methods. Specifically, our preliminary analysis and simulation results indicate the potential for a marked computational improvement over the optimal detector and additional flexibility and efficiency over other proposed joint detection schemes for multiple access communication.

Citation Download Citation

Rachel E. Learned, A. Hamid Krim, Bernhard E. H. Claus, Alan S. Willsky, and William Clement Karl "Wavelet-packet-based multiple-access communication", Proc. SPIE 2303, Wavelet Applications in Signal and Image Processing II, (11 October 1994); https://doi.org/10.1117/12.188775

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