Naveen K. D. Venkategowda

Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming

We propose a new distributed algorithm to solve the total least-squares (TLS) problem when data are distributed over a multi-agent network. To develop the proposed algorithm, named distributed ADMM TLS (DA-TLS), we reformulate the TLS problem as a parametric semidefinite program and solve it using t…