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20032026
most citedDeep Learning for Sensor-based Activity Recognition: A Survey

2k citations

Showing 2015 · cs.ITShow all

10 papers · 2 filters

cs.IT2015★ 4 cited

Principal Component Analysis (PCA)-based Massive-MIMO Channel Feedback

Jingon Joung, Ernest Kurniawan, Sumei Sun

Channel-state-information (CSI) feedback methods are considered, especially for massive or very large-scale multiple-input multiple-output (MIMO) systems. To extract essential info…

cs.IT2015★ 1 cited

Stochastic Geometry-Based Performance Bounds for Non-Fading and Rayleigh Fading Ad Hoc Networks

Hieu Duy Nguyen, Sumei Sun

In this paper, we study the performance of non-fading and Rayleigh fading ad hoc networks. We first characterize the distribution of the signal-to-interference-plus-noise ratio (SI…

cs.IT2015★ 2 cited

Massive MIMO versus Small-Cell Systems: Spectral and Energy Efficiency Comparison

Hieu Duy Nguyen, Sumei Sun

In this paper, we study the downlink performance of two important 5G network architectures, i.e. massive multiple-input multiple-output (M-MIMO) and small-cell densification. We pr…

cs.IT2015★ 103 cited

Adaptively Directional Wireless Power Transfer for Large-scale Sensor Networks

Zhe Wang, Lingjie Duan, Rui Zhang

Wireless power transfer (WPT) prolongs the lifetime of wireless sensor network by providing sustainable power supply to the distributed sensor nodes (SNs) via electromagnetic waves…

cs.IT2015★ 53 cited

Energy Group-Buying with Loading Sharing for Green Cellular Networks

Jie Xu, Lingjie Duan, Rui Zhang

In the emerging hybrid electricity market, mobile network operators (MNOs) of cellular networks can make day-ahead energy purchase commitments at low prices and real-time flexible…

cs.IT2015★ 31 cited

Optimal Cell Clustering and Activation for Energy Saving in Load-Coupled Wireless Networks

Lei Lei, Di Yuan, Chin Keong Ho +1

Optimizing activation and deactivation of base station transmissions provides an instrument for improving energy efficiency in cellular networks. In this paper, we study optimal ce…

cs.IT2015★ 4 cited

Multi-Antenna Wireless Energy Transfer for Backscatter Communication Systems

Gang Yang, Chin Keong Ho, Yong Liang Guan

We study RF-enabled wireless energy transfer (WET) via energy beamforming, from a multi-antenna energy transmitter (ET) to multiple energy receivers (ERs) in a backscatter communic…

cs.IT2015★ 13 cited

Constant Envelope Precoding with Adaptive Receiver Constellation in MISO Fading Channel

Shuowen Zhang, Rui Zhang, Teng Joon Lim

Constant envelope (CE) precoding is an appealing transmission technique which enables the realization of high power amplifier (PA) efficiency. For CE precoding in a single-user mul…

cs.IT2015★ 75 cited

Optimized Uplink Transmission in Multi-Antenna C-RAN with Spatial Compression and Forward

Liang Liu, Rui Zhang

Massive MIMO and C-RAN are two promising techniques for implementing future wireless communication systems, where a large number of antennas are deployed either being co-located at…

cs.IT2015★ 60 cited

Heterogeneous Cellular Networks Using Wireless Backhaul: Fast Admission Control and Large System Analysis

Jian Zhao, Tony Q. S. Quek, Zhongding Lei

We consider a heterogeneous cellular network with densely underlaid small cell access points (SAPs). Wireless backhaul provides the data connection from the core network to SAPs. T…