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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “inter-symbol-interference”

High-dimensional Metric Combining for Non-coherent Molecular Signal Detectioncs.LG

Paper tackles blind detection of molecular signals in non-coherent media.

problem Long-tail channel response causes ISI, deteriorating detection performance.

method Develops a high-dimensional non-coherent scheme combining different non-coherent metrics.

result Higher dimensionality in metric space achieves lower bit error rate (BER).

molecular signal detection non-coherent blind detection high-dimensional metrics inter-symbol-interference

2019-01-31abs ↗pdf ↗

Deep Neural Networks based Modrec: Some Results with Inter-Symbol Interference and Adversarial Examplescs.LG

Recent successes and advances in Deep Neural Networks (DNN) in machine vision and Natural Language Processing (NLP) have motivated their use in traditional signal processing and communications systems. In this paper, we present results of such applications to the problem of automatic modulation recognition. Variations …

2018-11-14abs ↗pdf ↗