ADSL Transceivers Applying DSM and Their Nonstationary Noise Robustness
2006
Dynamic spectrum management (DSM) comprises a new set of techniques for multiuser power allocation and/or detection in digital subscriber line (DSL) networks. At the Alcatel Research and Innovation Labs, we have recently developed a DSM test bed, which allows the performance of DSM algorithms to be evaluated in practice. With this test bed, we have evaluated the performance of a DSM level-1 algorithm known as iterative water-filling in an ADSL scenario. This paper describes the results of, on the one hand, the performance gains achieved with iterative water-filling, and, on the other hand, the nonstationary noise robustness of DSM-enabled ADSL modems. It will be shown that DSM trades off nonstationary noise robustness for performance improvements. A new bit swap procedure is then introduced to increase the noise robustness when applying DSM.
Keywords:
- Signal processing
- Dynamic spectrum management
- Multi-user
- Machine learning
- Asymmetric digital subscriber line
- Iterative method
- Real-time computing
- Robustness (computer science)
- Digital signal processing
- Telecommunications
- Artificial intelligence
- Computer science
- Digital subscriber line
- Frequency allocation
- Performance improvement
- Electrical engineering
- Electronic engineering
- Correction
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