activity
20132021
most citedDeep Reinforcement Learning for Smart Home Energy Management

471 citations · 1.4k across the 55 of their papers we have counts for

collaborators
Showing 2017Show all

6 papers · 1 filter

cs.IT2017★ 55 cited

Downlink Precoding with Mixed Statistical and Imperfect Instantaneous CSI for Massive MIMO Systems

Shuang Qiu, Da Chen, Daiming Qu +2

In this paper, the feasibility of a new downlink transmission mode in massive multi-input multi-output (MIMO) systems is investigated with two types of users, i.e., the users with…

cs.IT2017★ 80 cited

Marine Wireless Big Data: Efficient Transmission, Related Applications, and Challenges

Yuzhou Li, Yu Zhang, Wei Li +1

The vast volume of marine wireless sampling data and its continuously explosive growth herald the coming of the era of marine wireless big data. Two challenges imposed by these dat…

cs.IT2017★ 3 cited

Ultra-Dense HetNets Meet Big Data: Green Frameworks, Techniques, and Approaches

Yuzhou Li, Yu Zhang, Kai Luo +3

Ultra-dense heterogeneous networks (Ud-HetNets) have been put forward to improve the network capacity for next-generation wireless networks. However, counter to the 5G vision, ultr…

cs.IT2017★ 62 cited

Green Heterogeneous Cloud Radio Access Networks: Potential Techniques, Performance Tradeoffs, and Challenges

Yuzhou Li, Tao Jiang, Kai Luo +1

As a flexible and scalable architecture, heterogeneous cloud radio access networks (H-CRANs) inject strong vigor into the green evolution of current wireless networks. But the brut…

eess.SY2017★ 1 cited

Online Energy Management for a Sustainable Smart Home with an HVAC Load and Random Occupancy

Liang Yu, Tao Jiang, Yulong Zou

In this paper, we investigate the problem of minimizing the sum of energy cost and thermal discomfort cost in a long-term time horizon for a sustainable smart home with a Heating,…

cs.NI2017★ 192 cited

Base Station ON-OFF Switching in 5G Wireless Networks: Approaches and Challenges

Mingjie Feng, Shiwen Mao, Tao Jiang

To achieve the expected 1000x data rates under the exponential growth of traffic demand, a large number of base stations (BS) or access points (AP) will be deployed in the fifth ge…