36 citations · 247 across the 59 of their papers we have counts for
6 papers · 1 filter
Feature Selection Based on Unique Relevant Information for Health Data
Shiyu Liu, Mehul Motani
Feature selection, which searches for the most representative features in observed data, is critical for health data analysis. Unlike feature extraction, such as PCA and autoencode…
Are RLL Codes Suitable for Simultaneous Energy and Information Transfer?
Anshoo Tandon, Mehul Motani, Lav R. Varshney
Run-length limited (RLL) codes are a well-studied class of constrained codes having application in diverse areas such as optical and magnetic data recording systems, DNA-based stor…
Multicasting Energy and Information Simultaneously
Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney +1
Communication systems for multicasting information and energy simultaneously to more than one user are investigated. In the system under study, a transmitter sends the same message…
Second-Order Asymptotically Optimal Statistical Classification
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Motivated by real-world machine learning applications, we analyze approximations to the non-asymptotic fundamental limits of statistical classification. In the binary version of th…
Hybrid NOMA-TDMA for Multiple Access Channels with Non-Ideal Batteries and Circuit Cost
Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim
We consider a multiple-access channel where the users are powered from batteries having non-negligible internal resistance. When power is drawn from the battery, a variable fractio…
Energy Harvesting Communications Using Dual Alternating Batteries
Rajshekhar Vishweshwar Bhat, Mehul Motani, Chandra R Murthy +1
Practical energy harvesting (EH) based communication systems typically use a battery to temporarily store the harvested energy prior to its use for communication. The batteries can…