IoTBench: Towards a benchmark for low-power wireless networking
Unlike other fields of computing and communications, low-power wireless networking is
plagued by one major issue: the absence of a well-defined, agreed-upon yardstick to …
plagued by one major issue: the absence of a well-defined, agreed-upon yardstick to …
A survey on 5G radio access network energy efficiency: Massive MIMO, lean carrier design, sleep modes, and machine learning
D López-Pérez, A De Domenico… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Cellular networks have changed the world we are living in, and the fifth generation (5G) of
radio technology is expected to further revolutionise our everyday lives by enabling a high …
radio technology is expected to further revolutionise our everyday lives by enabling a high …
Recent advances in energy-efficient networks and their application in 5G systems
This article provides an overview on research in energy-efficient wireless networks during
the past decade and discusses its potential applications toward the fifth generation cellular …
the past decade and discusses its potential applications toward the fifth generation cellular …
In search of energy-efficient mobile networking
K Pentikousis - IEEE Communications Magazine, 2010 - ieeexplore.ieee.org
With the proliferation of mobile fixed-power devices, energy consumption emerged as a
vibrant research and development subject area in networking. Mobile devices are designed …
vibrant research and development subject area in networking. Mobile devices are designed …
When machine learning meets big data: A wireless communication perspective
We have witnessed an exponential growth in commercial data services, which has led to the
so-called big data era. Machine learning, one of the most promising artificial intelligence (AI) …
so-called big data era. Machine learning, one of the most promising artificial intelligence (AI) …
Energy efficient wireless networks towards green communications
M De Sanctis, E Cianca, V Joshi - Wireless Personal Communications, 2011 - Springer
Wireless networks have become an essential part of the modern life. However, currently, 3%
of the world-wide energy is consumed by the ICT infrastructures which causes about 2% of …
of the world-wide energy is consumed by the ICT infrastructures which causes about 2% of …
Towards energy efficient 5G networks using machine learning: Taxonomy, research challenges, and future research directions
As the world pushes toward the use of greener technology and minimizes energy waste,
energy efficiency in the wireless network has become more critical than ever. The next …
energy efficiency in the wireless network has become more critical than ever. The next …
How energy-efficient can a wireless communication system become?
E Björnson, EG Larsson - 2018 52nd Asilomar conference on …, 2018 - ieeexplore.ieee.org
The data traffic in wireless networks is steadily growing. The long-term trend follows
Cooper's law, where the traffic is doubled every two-and-a-half year, and it will likely …
Cooper's law, where the traffic is doubled every two-and-a-half year, and it will likely …
Network energy saving technologies for green wireless access networks
The energy consumption problem in the mobile industry has become crucial. For the
sustainable growth of the mobile industry, energy efficiency (EE) of wireless systems has to …
sustainable growth of the mobile industry, energy efficiency (EE) of wireless systems has to …
On big data analytics for greener and softer RAN
Big data analytics applied to signaling, traffic, and wireless environment data in mobile
communication networks can help realize autonomous network optimization and build big …
communication networks can help realize autonomous network optimization and build big …