88 citations · 205 across the 11 of their papers we have counts for
11 papers
Invariant Feature Learning for Sensor-based Human Activity Recognition
Yujiao Hao, Boyu Wang, Rong Zheng
Wearable sensor-based human activity recognition (HAR) has been a research focus in the field of ubiquitous and mobile computing for years. In recent years, many deep models have b…
CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge
Yihao Fang, Shervin Manzuri Shalmani, Rong Zheng
The success of deep neural networks (DNN) in machine perception applications such as image classification and speech recognition comes at the cost of high computation and storage c…
Informative Path Planning for Mobile Sensing with Reinforcement Learning
Yongyong Wei, Rong Zheng
Large-scale spatial data such as air quality, thermal conditions and location signatures play a vital role in a variety of applications. Collecting such data manually can be tediou…
Informative Path Planning for Location Fingerprint Collection
Yongyong Wei, Cristian Frincu, Rong Zheng
Fingerprint-based indoor localization methods are promising due to the high availability of deployed access points and compatibility with commercial-off-the-shelf user devices. How…
Detecting Location Fraud in Indoor Mobile Crowdsensing
Qiang Xu, Rong Zheng, Ezzeldin Tahoun
Mobile crowdsensing allows a large number of mobile devices to measure phenomena of common interests and form a body of knowledge about natural and social environments. In order to…
ARABIS: an Asynchronous Acoustic Indoor Positioning System for Mobile Devices
Yu-Ting Wang, Jun Li, Rong Zheng +1
Acoustic ranging based indoor positioning solutions have the advantage of higher ranging accuracy and better compatibility with commercial-off-the-self consumer devices. However, s…
TuRF: Fast Data Collection for Fingerprint-based Indoor Localization
Chenhe Li, Qiang Xu, Zhe Gong +1
Many infrastructure-free indoor positioning systems rely on fine-grained location-dependent fingerprints to train models for localization. The site survey process to collect finger…
RECOME: a New Density-Based Clustering Algorithm Using Relative KNN Kernel Density
Yangli-ao Geng, Qingyong Li, Rong Zheng +3
Discovering clusters from a dataset with different shapes, densities, and scales is a known challenging problem in data clustering. In this paper, we propose the RElative COre MErg…
Optimal Resource Allocation in Multicast Device-to-Device Communications Underlaying LTE Networks
Hadi Meshgi, Dongmei Zhao, Rong Zheng
In this paper, we present a framework for resource allocations for multicast device-to-device (D2D) communications underlaying a cellular network. The objective is to maximize the…
Device Fingerprinting in Wireless Networks: Challenges and Opportunities
Qiang Xu, Rong Zheng, Walid Saad +1
Node forgery or impersonation, in which legitimate cryptographic credentials are captured by an adversary, constitutes one major security threat facing wireless networks. The fact…
Binary Inference for Primary User Separation in Cognitive Radio Networks
Huy Nguyen, Guanbo Zheng, Zhu Han +1
Spectrum sensing receives much attention recently in the cognitive radio (CR) network research, i.e., secondary users (SUs) constantly monitor channel condition to detect the prese…