8 citations · 12 across the 5 of their papers we have counts for
6 papers
Radio Map Construction with Post-Hoc Location Calibration under Quasi-Static Positioning Errors: Joint Estimation, Performance Bounds, and GNSS-Based Evaluation
Koki Kanzaki, Katsuya Suto, Koya Sato
Radio maps enable environment-aware wireless and Internet-of-Things applications and can be constructed from location-tagged received signal strength (RSS) measurements collected b…
Compressing Multi-Task Model for Autonomous Driving via Pruning and Knowledge Distillation
Jiayuan Wang, Q. M. Jonathan Wu, Ning Zhang +2
Autonomous driving systems rely on panoptic perception to jointly handle object detection, drivable area segmentation, and lane line segmentation. Although multi-task learning is a…
RMT-PPAD: Real-time Multi-task Learning for Panoptic Perception in Autonomous Driving
Jiayuan Wang, Q. M. Jonathan Wu, Katsuya Suto +1
Autonomous driving systems rely on panoptic driving perception that requires both precision and real-time performance. In this work, we propose RMT-PPAD, a real-time, transformer-b…
Bayesian Optimization Framework for Channel Simulation-Based Base Station Placement and Transmission Power Design
Koya Sato, Katsuya Suto
This study proposes an adaptive experimental design framework for a channel-simulation-based base station (BS) design that supports the joint optimization of transmission power and…
Cell Zooming with Masked Data for Off-Grid Small Cell Networks: Distributed Optimization Approach
Masashi Wakaiki, Katsuya Suto, Izumi Masubuchi
Cell zooming has been becoming an essential enabler for off-grid small cell networks. Traditional models often utilize the numbers of active users in order to determine cell zoomin…
Cooperative Edge Caching in User-Centric Clustered Mobile Networks
Shan Zhang, Peter He, Katsuya Suto +4
With files proactively stored at base stations (BSs), mobile edge caching enables direct content delivery without remote file fetching, which can reduce the end-to-end delay while…