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Optimization of Congnitive Radio Networks Using Computational Intelligence

Thesis Info

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Author

Latif, Shahzad.

Program

PhD

Institute

Isra University

City

Hyderabad

Province

Sindh

Country

Pakistan

Thesis Completing Year

2018

Thesis Completion Status

Completed

Subject

Electronics

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/9418/1/Shahzad%20Latif_EE_2018_Isra_PRR.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727804246

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With the advent of high data rate applications and services, the spectrum demand has increased enormously. Moreover, most spectrum bands are underutilized and need be efficiently utilized for new wireless applications. Cognitive communication is promising technology to deal with this spectrum shortage problem. Cognitive radio is an intelligent device capable to utilized licensed bands for unlicensed users incurring the minimum interference to licensed users. The efficient utilization of spectrum resources which includes maximizing throughput and minimizing interference is a key research challenge in cognitive radio networks. This thesis presents efficient spectrum assignment algorithms in order to maximizes throughput, minimize the interference incurred to licensed users and interference among secondary users. Moreover, accumulative cost to buy licensed networks is reduced. The resource allocation is a multi-objective optimization problem.A fuzzy logic based ant colony algorithm is proposedin order to achieve above objectives in cognitive radio heterogeneous network (CRHN). This study presents a fuzzy logic based ant colony algorithm (FLACSA) for interference minimization towards Primary Users (PUs) and overall cost reduction ofsecondary users (SUs) to buy spectrum. Performance of FLACSA and ant colony system algorithm (ACSA) is evaluated againstparticle swarm optimization (PSO) and genetic algorithm (GA) approaches in literature and proposed scheme achieved very attractive results. A repair process based channel assignment algorithm is proposed and spectrum utility is optimized using differential evolutional based particle swarm algorithm and modified genetic algorithm in CRN. The performance of proposed algorithms is investigated against various parameters of network and evaluated against the other studied algorithms in literature. The results of proposed algorithms outclass all other algorithms studied in literature.
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باب ششم: قابل تجدید وسائل کا مطالعہ

اللہ تعالیٰ نے انسان کو بے تحاشا قابلِ تجدید ذرائع سے نوازا ہے، ان ذرائع میں پانی سے بجلی، شمسی توانائی، ہوا ئی توانائی ہیں۔ ان ذرائع میں پانی سے بجلی، شمسی توانائی، ہوا سے بجلی وغیرہ ہیں، قابلِ تجدید وسائل کا سب سے زیادہ افادیت یہ ہے کہ یہ کاربن ڈائی آکسائیڈ کی بہت کم مقدار خارج کرتے ہیں، 1 کلو واٹ فی گھنٹہ میں شمسی توانائی سے 87 گرام، جیو تھرمل سے 41گرام، ہوائی توانائی سے 31 گرام، جوہری توانائی سے 52 گرام کاربن بن ڈائی آکسائیڈ خارج ہوتی ہے۔ 1 کلو واٹ فی گھنٹہ میں پن بجلی سے صرف کم از کم ایک گرام سے 1500 گرام تک کاربن ڈائی آکسائیڈ خارج ہوتی ہے۔ جرمنی میں 30 فیصد، چین میں 29 فیصد اور جاپان میں 24 فیصد بجلی شمسی توانائی سے پیدا ہوتی ہے۔ پاکستان میں پن بجلی کی صلاحیت ایک لاکھ میگا واٹ ہے، ہوائی توانائی کی 50 ہزارمیگا واٹ ہے، بائیو ماس سے بھی بجلی پیدا کرنے کی صلاحیت بھی ہزاروں میگا واٹ میں ہے، پاکستان میں ایک مربع کلو میڑ پر ایک کلو واٹ توانائی پڑتی ہے جس سے ہزاروں میگا واٹ بجلی پیدا کی جا سکتی ہے۔ [1]

 مسلم سکالر'عبدالحمید' لکھتا ہے:

“It is the use of non-renewable resources, those minerals and fossil hydrocarbons whose natural cycles are on a geologic time-scale and are thus practically finite in human terms that are ecologically unsound. It is the rampant exploitation of such non-renewable resources over the past 20 years that has led to the industrial and technological way of life that dominates the planet.”[2]

 واپڈا حکام کے مطابق قابل تجدید وسائل سے آئندہ 20 برسوں میں ستانوے سو میگا واٹ پیدا کی جائے گی۔ نیپرا کی سالانہ رپورٹ...

مشائخِ خانقاہ قادریہ

The founder of Khānqāh-e-Chohar Haripur (Qādriya Silsilah) was Khwāja Muhammad Abdul Rahman Chohārvi (1840-1924), who born in Chohar, a village in Haripur District (Pak). Khwāja Muhammad Mehmood ul Rehman (1907-1986) was the Khalīfa and successor of Khwāja Abdul Rehman Chohārwi. After the demise of his Sheikh, he remained benefiting people by connecting them to Allah and ingraining the love of Allah in their hearts. After his death the new Sheikh of Khānqāh-e- Qādriya Chohar was Khwāja Muhammad Ṭayyab ul Rehman (1935-1995). Khwāja Muhammad Ahmed Rehman is the Fourth Khalīfa after Khwāja Abdul Rahman Chohārvi. Khwāja Muhammad Ahmed Rehman is the son of Khwāja Ṭayyab Rahman. In 1995, he was appointed the successor of his father Khwāja Ṭayyab Rahman.

Potential for Bio-Management of Helicoverpa Armigera Hübner on Tomato Through Combinations of Microbial Agents

The present study was aimed at evaluating the insecticidal efficacy of different microbial agents against Helicoverpa armigera, the voracious pest of tomato. The study comprised of the series of experiments conducted to determine the extent of field evolved resistance in H. armigera against conventional and new chemistry insecticides, to evaluate the endophytic capacity of Beauveria bassiana into tomato plants, to evaluate the lethal action of B. bassiana, B. thuringiensis and HaNPV under laboratory, green house and field conditions against H. armigera. Finally the effect of microbial agents was determined on the survival of natural allies, and the economics of application of microbial agents was calculated from yield harvested. Endophytic colonization of B. bassiana not only lowered the damage infestation of H. armigera but also improved the plant health. Synergistic effect (CTF≥20) on the mortality was observed when larvae were exposed to simultaneous application of higher concentration of B. bassiana and lower concentration of B. thuringiensis both in case of second and fourth instar H. armigera larvae. Lower concentration of B. bassiana yielded additive effect in combination with Bt. Higher concentration of NPV also integrates synergistically with lower concentration of Bt. Lower concentration of NPV works independently with higher and lower concentration of Bt. Percent pupation, adult emergence and egg eclosion from surviving individuals was found inversely correlated to toxic level of microbial agents. Increase in larval and pupal duration while decrease in pupal weight and adult duration was recorded depending upon the lethal action of the applied agent. The toxic nature of microbial agents also influenced the weight gain, frass production and diet consumption. Foliar application of B. bassiana and B. thuringiensis was found significantly persistent up to 12 days and mortality of second and fourth instar larvae was decreased with the time. Microbial agents in simultaneous application are proved to be effective in lowering the larval density of H. armigera and hence lowering the yield losses. Microbial agents are relatively safe to natural enemies of H. armigera and hence proved to be eco-safe agents. Maximum marginal return was obtained in combined application of microbial agents than their individual application