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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.

169,341 papers · 148 categories

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0111 · Sep 201619922001200920182026
2 results for “USRP”
Localization by Fusing a Group of Fingerprints via Multiple Antennas in Indoor Environmentstat.ML

Improved indoor localization using multiple fingerprints from multiple antennas.

problem Susceptibility of single fingerprint approaches to changing environments and multi-path propagation.
method Fused Group of Fingerprints (FAGOT) via multiple antennas, parallel GOOF multiple classifiers, MUCUS fusion algorithm.
result Significantly improved prediction accuracy compared to single fingerprint approaches.
fingerprintsmultiple antennasAdaBoostcumulantsUSRP
2016-09-01abs ↗pdf ↗
Indoor Localization by Fusing a Group of Fingerprints Based on Random Forestsstat.ML

Fused Group of Fingerprints improves indoor localization accuracy and reduces fingerprint building time.

problem Susceptibility to changing environment, multipath, and NLOS propagation in SIOF; time-consuming fingerprint building.
method Building a GOOF from multiple antenna transformations, training GOOF-RF classifiers, SWIM fusion algorithm.
result Significantly improved localization accuracy and reduced fingerprint building time.
indoor localizationfingerprintsrandom forestsSLIDING WINDOWMULTIPLE CLASSIFIERS
2017-03-07abs ↗pdf ↗