This paper considers the problem of acquiring an unknown target location (among a finite
number of locations) via a sequence of measurements, where each measurement consists …

In mmWave communications, higher data rate long-range transmission is achieved by using
highly directional beams with access to larger bandwidth. An inherent challenge is tracking …

This paper considers a target localization problem where at any given time an agent can
choose a region to query for the presence of the target in that region. The measurement …

This paper considers the problem of searching for the unknown location of a target among a
finite number of possible locations by probing multiple locations simultaneously. Outcome of …

Noisy binary search (NBS) aims to find the closest element to a target value within a sorted
array through erroneous queries. In an ideal NBS environment where the error rate remains …

This dissertation addresses the problem of searching a target within a region by sequential
queries with noisy responses. A Bayesian decision maker is responsible to collect …

We consider the problem of active and sequential beam tracking at mmWave frequencies
and above. We focus on the dynamic scenario of a UAV to UAV communications where we …

This dissertation considers a problem where a single agent or a group of agents aim to
estimate/learn unknown (possibly time-varying) parameters of interest despite making noisy …

This dissertation investigates the task of quickly and accurately learning possibly time-
varying information about a system by making binary and noisy measurements that yield …

Consider the problem of recovering an unknown sparse unit vector via a sequence of linear
observations with stochastic magnitude and additive noise. An agent sequentially selects …