Browsing by Author "Matta, Vincenzo"

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    • Learning with privacy in consensus + obfuscation 

      Braca, Paolo; Lazzeretti, Riccardo; Marano, Stefano; Matta, Vincenzo (CMRE, 2019/06)
      We examine the interplay between learning and privacy over multiagent consensus networks. The learning objective of each individual agent consists of computing some global network statistic, and is accomplished by means ...

    • Multisensor adaptive Bayesian tracking under time-varying target detection probability 

      Papa, Giuseppe; Braca, Paolo; Horn, Steven A.; Marano, Stefano; Matta, Vincenzo; Willett, Peter K. (CMRE, 2019/06)
      In practical tracking applications, the target detection performance may be unknown and also change rapidly in time. This work considers a network of sensors and develops a target-tracking procedure able to adapt and react ...