COGNITIVE RADIO FOR GREEN RADIO COMMUNICATIONS: 
GREEN COGNITIVE RADIO 
 
Jacques Palicot 
SUPELEC / Institut d' Electronique et de Télécommunications de Rennes, France 
jacques.palicot@supelec.fr 
 
Abstract:  Green Cognitive Radio (GCR) is a Cognitive Radio (CR) with intelligence-enhanced functionalities, which 
is aware of sustainable development (SD) for energy efficiency and takes it as an additional crucial 
constraint in the decision making process of the holistic cognitive cycle. The Brundtland Commission of the 
United Nations (UN) defined SD as the development that "meets the needs of the present without 
compromising the ability of future generations to meet their own needs". From then, several United 
Nations’ Conferences (from Rio de Janeiro ‘92 to Durban ‘11) have confirmed this important issue. One of 
the most obvious aspects and challenges of SD is the earth climate change and the ever-growing CO2 
emission. Currently, 3% of the world-wide energy is consumed by the ICT (Information and 
Communications Technology) infrastructure, which causes about 2 % of the world-wide CO2 emissions and 
surprisingly is comparable to the world-wide CO2 emissions by all commercial airplanes. These values of 
carbon footprint are extreme impressive. They have been confirmed by a lot of scientific studies and 
reported in many relevant international conferences and workshops. Generally, Green Radio is closely 
related to reducing energy consumption, but Green Radio could also be envisaged in a more widespread 
sense, such as to optimize spectrum usage (Green spectrum), to decrease spectrum pollution (which may 
have great consequences for astronomic observations), to reduce electromagnetic radiation/interference 
levels in order to enable harmonized coexistence of multiple wireless communications systems (i.e., less 
interference) as well as a reduced human exposure to harmful radiations, to recycle and reuse ICT 
equipment, and in many other related contexts. The radio spectrum is also considered as a natural and public 
resource, which should be carefully used, shared world-widely and economized efficiently. Therefore, in 
our point of view, what is classically meant for Green Communications should be fundamentally extended 
and even reformed. Recently, we have claimed in that Cognitive Radio is a paradigm–shift enabling 
technology for realizing Green Radio. Basically, we proposed an intelligent solution based on CR approach, 
keeping in mind the following key objective: "Decreasing the electromagnetic level by sending the right 
signal in the right direction with the right power, only when it is necessary, for achieving the same QoS by 
taking advantage of advanced intelligence". This is the essential concept of Useful Radio Waves. 
BRIEF BIOGRAPHY 
Jacques Palicot received, in 1983, his PhD degree in 
Signal Processing from the University of Rennes. 
Since 1988, he has been involved in studies about 
equalization techniques applied to digital 
transmissions and new analog TV systems. Since 
1991 he has been involved mainly in studies 
concerning the digital communications area and 
automatic measurements techniques. Prof. Palicot 
has taken an active part in various international 
bodies EBU, CCIR, URSI, and within RACE, ACTS 
and IST European projects. He has published 
various scientific articles notably on equalization 
techniques, echo cancellation, hierarchical 
modulations and Software Radio techniques. He is 
currently involved in adaptive Signal Processing and 
in new techniques as Software Radio and Cognitive 
radio. From November 2001 to September 2003 he 
had a temporary position with INRIA/IRISA in 
Rennes. He serves as Associate Editor for EURASIP 
JASP since 2008. He also served as lead guest editor 
several Special Issues on Software Radio, Cognitive 
Radio and Green Radio. He was Technical Program 
Chairman of CROWNCOM 2099 and Co General 
Chairman of ISCIT 2011. Since October 2003 he is 
with Supélec in Rennes where he leads the Signal 
Communications and Embedded Electronics (SCEE) 
research team.