Efficient resource allocation in cognitive radio networks considering time varying constraints
Abstract:
Wide spread acceptance of wireless technologies has given rise to increase in demand for bandwidth .cognitive radio was developed as a promising technique to overcome the scarcity of spectrum resources in wireless communication. The term cognitive radio is defined as an intelligent radio that can be programmed and configured dynamically. Particular portion of the spectrum can be used only by a specific user of communication systems i.e. licensed user (or) primary user (PU). The secondary user is cognitive user (CR). There are two main paradigms to implement CR in practical, namely interweave and underlay techniques. The main motive of
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In underlay transmission method the secondary users use the licensed band along with the active primary users but to keep the interference to the PU’s under a predefined threshold level the SU’s will control their power accordingly, where as in interweave transmission the SU’s use the licensed band when no active primary user is present [3].
Spectrum sensing in cognitive radio is performed to know the surrounding radio environment such as PU’s existence and usage of spectrum in geo graphical area and it determine the spectrum holes. Based on the spectrum sensing results, the process of identifying the best channel to meet the QOS to the user is known as spectrum management. It assigns that channel to the cognitive user. Scheduling coefficients, rate, power are the resources available for cognitive radio to adapt. In spectrum management by using some time varying constraints it identifies the best channel in the spectrum, but there are still few challenges in design faced by cognitive radio paradigm For controlling interference we need some extra constraints. The volatile nature of CR may cause outdated statistical channel state information. It is difficult to acquire instantaneous CSI of the PU.
For first design challenge, interference can inflicted by either through average (long term) transmit-power constraints or instantaneous (short term) constraints [4]. The instantaneous constraints have been focused as the second design challenge, handling these constraints
Spectrum decision: Once the available spectrums are identified, it is essential that the CR users select the most appropriate band according to their QoS requirements. It is important to characterize the spectrum band in terms of both radio environment and the statistical behaviors of the PUs. In order to design a decision algorithm that incorporates dynamic spectrum characteristics, we need to obtain a priori information regarding the PU activity.
Wireless network infrastructure has become just another connection method for corporate and home users alike. This rapid acceptance can be attributed from:
3. Specify the standard transmission distance and transfer speed for the wireless technology you identified.
Inter symbol interference (ISI) is avoided by assuming the duration of cyclic long enough and furthermore the channel is assumed to be stationary within one symbol period ( h(k)=hr ).
these subcarriers to a higher frequency band. Except for a multiplying constant (1=N), the above
Semester 2 Assessment November 2012 Department of Electrical and Electronic Engineering ELEN20005 FOUNDATIONS OF ELECTRICAL NETWORKS Time allowed: 180 minutes Reading time: 15 minutes This paper has 28 pages including the 3-page Formulae Sheet The test is printed single-sided.
0 For the wireless technology you identified, what is the standard transmission distance and transfer speed? Nationwide and 9.6 Kbps
Everybody inside of the 28.120 to 28.123 MHz ten meter passband will be uplinked and heard on the 435.350 MHz downlink.
would be equal to the amplitude of the third-order inter-modulation product. A practical rule that is employed in most radio frequency amplifiers is that the 1 dB compression point falls approximately 10 dB below the intercept point. The specification of IP3 is usually input-referred (IIP3), but can also be output-referred (OIP3) \cite{bastos}.
Opponents of the reallocation, mainly broadcasters argued that wireless carriers were not using the spectrum efficiently and they had alternatives to increase the capacity of the spectrum without reallocation. Gordon H Smith (President of The National Association of Broadcasters(NAB)) said that more investment in towers and infrastructure and receiving standards could maximize the large range of spectrum already allocated to them. They also did a study and released its findings that the FCC did not take into account all the various ways that wireless carriers could increase the capacity of the spectrum they already allocated. They pointed that increase use of femtocells, improved receiver standards and spectrum sharing will do the purpose. They were also concerned about the fact that the FCC could simply not renew the licenses for the broadcaster`s spectrum and they may just reallocate the spectrum for wireless broadband carriers. They were also concerned if they sue FCC, but the result may come only after a long time. Eventhough the spectrum offering by the broadcaster is voluntary, they think it may not the case in reality.
In the play Macbeth, by William Shakespeare, the characterization of Macbeth and Lady Macbeth, as well as the symbolism of blood, are reveals that the desire and ambition for power over others leads to the destruction of oneself and others. Shakespeare uses the characterization of Macbeth to reveal the idea that Macbeth feels the need for instant gratification. This feeling is used to support the idea that the desire and ambition for power over others leads to the destruction of oneself and others. At the beginning of act 1 scene 7, Macbeth has a soliloquy in which he contemplates whether or not killing Duncan is the right thing to do. The quote is the beginning of that soliloquy-
Radically feminist for its time, Mary Wollstonecraft's unfinished novel, The Wrongs of Woman, is a cutting critique of both the patriachal construct of marriage in 18th century england, and female compliance in their downfall; due to their inability to part with romantic sentimentalism. The novel follows Maria Venables, who is unjustly imprisoned in an asylum by her cruel husband George, who seeks to control her by incarcerating her and confiscating her child. The novel focuses not on personal wrongs, but rather the wrongs that society percieves women to have made, which, in Maria's case, is her attempt to leave her husband. This extract uses Marias physical imprisonment as a representation of man's desire to enforce the oppressive patriachal instituation of marriage upon a woman attempting to transcend it, and the symbolic use of gothic conventions - such as crumbling architecture and threatening figures - manifests horror as an actuality for women of her epoch.
The press plays a big role in our lives, it changes or creates a new part in our brains to make us believe everything or the most important things that the media want us to believe, in other words it changes our way of thinking, most of us humans use social media as a tool in our lives for example, newspapers, television, radio, or social networks we use these tools as a source of news. Since the discovery of the internet, it made a fundamental impact on news as it has articles, videos and it’s very fast, the most effective example of this would be the action of the 9/11 attacks. After the media’s effects on the world today, especially its impact on this derived concept of
As a result of less power loss toward unwanted directions, the multipath and interference effects are reduced. Using wideband circularly
The performance of energy detector is characterized by Receiver Operating curves usually. AOC (Area under the Receiver Operating curves) is used to analyze the performance of the energy detector method over Nakagami fading channels. Results showed that a higher value of fading parameter leads to larger average AUC, and