Abstract
The code division multiple access (CDMA) scheme has become very popular due to high efficiency for spectrum usage and robust jamming resistance. However, the inherent near-far problem is an impediment. Though deliberate power control algorithms can partially handle this problem, the cost is pretty high. Under the assumption of synchronous symbols and white Gaussian noise, a neural-network-based detector with robust near-far resistance is presented. By proper mapping and applying a hardware annealing technique, compact realization of high precision detectors is possible.
Original language | English |
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Pages (from-to) | 654-662 |
Number of pages | 9 |
Journal | IEEE Transactions on Circuits and Systems for Video Technology |
Volume | 7 |
Issue number | 4 |
DOIs | |
State | Published - 1997 |
Externally published | Yes |
Keywords
- Code division multiple access (CDMA)
- Communication detector
- Near-far problem
- Neural network
- Spread spectrum