The Department of Electrical Engineering (EE) at City University of Hong Kong (CityU) has developed technology that can optimise mobile network design and reduce the energy consumption of the base stations by a minimum of 4.5%.
The new research project conducted by the department show that all the base stations in Hong Kong adopt this technology, the energy saved could be enough for at least 5,000 households per year as electricity.
As it is estimated that the energy consumption of the base stations will increase due to high volume data in future, the team has started to look at ways of applying this newly developed technology for the new mobile network in the near future.
And Associate Professor at EE and the lead researcher on the project stated that base stations account for 70 to 80% of total energy consumption of a mobile network. They contain radio transceivers which maintain communication between the network and the mobile users through radio links.
Most of the time, many base stations are not heavily loaded even though they consume a lot of energy. Hence there is huge energy waste, especially during low-traffic hours, he explained.
It is common knowledge that letting receivers’ transceivers go into sleep mode, a low-energy-consumption mode, when not in use during low-traffic hours is energy-saving.
However, the sleep mode of the base station causes a reduction in the total available capacity of the network, and so the quality of service may be degraded.
Hence, the need is to decide how to halt and how many transceivers can be halted so that the quality of service would not be sacrificed from a macro and systematic perspective.
With funding from the government’s Innovation and Technology Fund (ITF) and technical support from SmarTone, the team has developed technology to efficiently evaluate the trade-off between quality of service and power consumption in a cellular network with the base station sleeping.
The new technology estimates power consumption based on realistic traffic data and energy models and then evaluates the quality of service by using the accurate and computationally efficient analytical technique called Information Exchange Surrogate Approximation for Cellular Networks (IESA-CN), which has also been developed by the team.
The advantage of IESA-CN is that it is much faster in computation than using computer simulation, a traditional evaluation means to assess the quality of service.
In terms of computational efficiency, the running time of IESA-CN (about 0.2 seconds) is over 50,000 times faster than that of simulation (about 3 hours).
Given its reasonable level of accuracy, the team’s proposed IESA-CN can be used for searching for optimal solutions to the trade-off between power consumption and quality of service in cellular networks.
With several rounds of testing at different scales of base stations, the lead researcher stated that the new technology could help save energy consumption of the base stations by at least 4.5% while maintaining service quality at a satisfactory level.
The Innovation and Technology Fund (ITF), administered by the Innovation and Technology Commission, aims to increase the added value, productivity and competitiveness of our economic activities. The Government hopes that, through the ITF, Hong Kong companies could be encouraged and assisted to upgrade their technological level and introduce innovative ideas to their businesses.
