Per-Tone model for Common Mode sensor based alien noise cancellation for Downstream xDSL
Ramanjit Ahuja, Pravesh Biyani, Surendra Prasad, Brejesh Lall

TL;DR
This paper proposes a low-complexity, frequency domain per-tone approach for alien noise cancellation in xDSL systems using common mode sensors, analyzing and mitigating performance loss through delay adjustments.
Contribution
It introduces a per-tone cancellation method for common mode sensor-based alien noise reduction, with analysis and practical validation of performance trade-offs.
Findings
Per-tone cancellation reduces complexity and training time.
Delay adjustment can minimize cancellation performance loss.
Real measurements show acceptable performance loss in practical scenarios.
Abstract
For xDSL systems, alien noise cancellation using an additional common mode sensor at the downstream receiver can be thought of as interference cancellation in a Single Input Dual Output (SIDO) system. The coupling between the common mode and differential mode can be modelled as an LTI system with a long impulse response, resulting in high complexity for cancellation. Frequency domain per-tone cancellation offers a low complexity approach to the problem besides having other advantages like faster training, but suffers from loss in cancellation performance due to approximations in the per-tone model. We analyze this loss and show that it is possible to minimize it by a convenient post-training "delay" adjustment. We also show via measurements that the loss of cancellation performance due to the per-tone model is not very large for real scenarios.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPower Line Communications and Noise · Semiconductor Lasers and Optical Devices · Advanced Adaptive Filtering Techniques
