Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study the high-por asymptotic behavior of the sum-rate capacity of multi-user interference networks with an equal number of transmitters and receivers.  assume that each transmitter is cognizant of the message it wishes to convey to its corresponding receiver and also of the messages that a subset of the other transmitters wish to send. The receivers are assumed not to be able to cooperate in any way so that they must base their decision on the signal they receive only.  focus on the network's pre-log, which is denned as the limiting ratio of the sum-rate capacity to half the logarithm of the transmitted por.  present both upper and lor bounds on the network's pre-log. The lor bounds are based on a linear partial-cancellation scheme which entails linearly transforming Gaussian codebooks so as to eliminate the interference in a subset of the receivers. Inter alias, the bounds give a complete characterization of the networks and side-information settings that result in a full pre-log, i.e., in a pre-log that is equal to the number of transmitters (and receivers) as ll as a complete characterization of networks whose pre-log is equal to the full pre-log minus one. They also fully characterize networks where the full pre-log can only be achieved if each transmitter knows the messages of all users, i.e., when the side-information is "full".
['Amos Lapidoth', 'Shlomo Shamai', 'Michele A. Wigger']
I am writing a research paper on a idea On Cognitive Interference Networks
[{"from": "human", "value": "I am writing a research paper on a idea On Cognitive Interference Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study the high-por asymptotic behavior of the sum-rate capacity of multi-user interference networks with an equal number of transmitters and receivers.  assume that each transmitter is cognizant of the message it wishes to convey to its corresponding receiver and also of the messages that a subset of the other transmitters wish to send. The receivers are assumed not to be able to cooperate in any way so that they must base their decision on the signal they receive only.  focus on the network's pre-log, which is denned as the limiting ratio of the sum-rate capacity to half the logarithm of the transmitted por.  present both upper and lor bounds on the network's pre-log. The lor bounds are based on a linear partial-cancellation scheme which entails linearly transforming Gaussian codebooks so as to eliminate the interference in a subset of the receivers. Inter alias, the bounds give a complete characterization of the networks and side-information settings that result in a full pre-log, i.e., in a pre-log that is equal to the number of transmitters (and receivers) as ll as a complete characterization of networks whose pre-log is equal to the full pre-log minus one. They also fully characterize networks where the full pre-log can only be achieved if each transmitter knows the messages of all users, i.e., when the side-information is \"full\"."}]