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4 papers · 2 filters
Bounds on Variance for Unimodal Distributions
Hye Won Chung, Brian M. Sadler, Alfred O. Hero
We show a direct relationship between the variance and the differential entropy for subclasses of symmetric and asymmetric unimodal distributions by providing an upper bound on var…
Performance Comparisons of Geographic Routing Protocols in Mobile Ad Hoc Networks
Don Torrieri, Salvatore Talarico, Matthew C. Valenti
Geographic routing protocols greatly reduce the requirements of topology storage and provide flexibility in the accommodation of the dynamic behavior of mobile ad hoc networks. Thi…
Performance Analysis of Fifth-Generation Cellular Uplink
Don Torrieri, Salvatore Talarico, Matthew C. Valenti
Fifth-generation cellular networks are expected to exhibit at least three primary physical-layer differences relative to fourth-generation ones: millimeter-wave propagation, antenn…
Semi-supervised Multi-sensor Classification via Consensus-based Multi-View Maximum Entropy Discrimination
Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero
In this paper, we consider multi-sensor classification when there is a large number of unlabeled samples. The problem is formulated under the multi-view learning framework and a Co…