V. Krishna Kumar
Papers
1
Total Citations
1
H-Index
1
About
Dr. V. Krishna Kumar is a leading researcher in robust communication systems for multi-agent robotic networks, with a focus on heterogeneous teams of Unmanned Aerial Vehicles (UAVs) and Unmanned Ground Vehicles (UGVs). His most-cited work, "DACC-Comm: DNN-Powered Adaptive Compression and Flow Control for Robust Communication in Network-Constrained Environment" (2025), introduces a novel deep neural network-driven framework that dynamically optimizes data compression and flow control to maintain reliable communication in contested, bandwidth-limited environments. This contribution is critical for enabling real-time perception and collaborative task execution among diverse robotic agents operating under challenging conditions. With growing citation impact, Dr. Kumar's research bridges the gap between artificial intelligence and networked robotics, addressing fundamental challenges in adaptive communication protocols. His work has significant implications for defense, disaster response, and autonomous exploration missions where robust, low-latency data exchange is essential. Dr. Kumar continues to advance the field by developing intelligent, resource-aware communication strategies that enhance the resilience and efficiency of multi-agent systems.
Research Focus
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Top Papers
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