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Computational Intelligence Based Secure Clustering Techniques for Vehicular Adhoc Networks

Thesis Info

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Author

Ishtiaq, Atif

Program

PhD

Institute

Iqra National University

City

Peshawar

Province

KPK

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Wireless Communications

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/11753/1/Atif%20Ishtiaq%20CS%202019%20Iqra%20national%20peshwar%20prr.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727718403

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VANETs, an application of MANETs, enable ITS using IEEE 802.11p standard which is in favor of DSRC specifically designed for WAVE scenario. VANETs establish communication among vehicles (V2V) and road side infrastructure (V2I); while V2I communication using IEEE 802.11a/b/g standard. In VANETs vehicles, road side entities disseminate FSAMs about road conditions and other vital circumstances to ensure safety and avoid losses of precious lives and property. As in VANETs system vehicles move with high speed, so due to high mobility environment and topology also changes with time. In VANETs system accurate and on time delivery/reception of FSAMs is highly important to withstand against maliciously inserted security threats affectively. Hence, there is no optimum routing protocols which ensure on time delivery of FSAMs to destination. Due to frequent alteration in VANETs topology path failure, inter vehicle distance change and malicious node penetration may also result. So absolutely optimum protocols for secured delivery of packets exchange is still challenging. Clustering for VANETs is extremely beneficial but stability of existing clustering algorithms for VANETs exhibit poor robustness due to their dynamic nature. In this thesis, a new clustering algorithm is presented for VANETs by the name of moth flame optimization-driven, reproducing the social behavior and hunting approach of moth flames in designing proficient clusters. Due to the random range of VANETs, stability is a major area of research which has gained much attention. The main idea of presented algorithm is extracted from the living routine of moth flames. Presented algorithm permits well-organized communication by generating the amplified number of clusters and their unsupervised working make it as intelligent. Intelligent Clustering using Moth Flame Optimization (ICMFO) scheme is accomplished for determining and optimizing the clustering issues in VANETs; the primary focus of which is to enhance the stability in such networks. ICMFO is then validated by comparison with two other existing variants of Particle Swarm Optimization (PSO), i-e; Multiple-Objective Particle Swarm Optimization (MOPSO) and Comprehensive Learning PSO (CLPSO) and one existing scheme of Ant Colony Optimization (ACO) known as Ant Colony Optimization Based clustering algorithm for VANET (CACONET). Simulation results demonstrate that ICMFO is providing optimal results in comparison to existing techniques. It is also cleared from the proposed work results of different researchers, that there is no such protocols that is best suited for clustering as well as security implication in VANETs. Different routing schemes have different conduct performance metrics. In our thesis we concentrated and inspected different routing protocols. We have also presented a new security based scheme named ARV2V; and compared its results with existing techniques which are Trust and Logistic Trust in terms of TCE, EED, ALD and NRO. The scheme has presented security implication in our clustering based scheme ICMFO. In terms of TCE, ARV2V is 11.6% and 7.3% efficient than LT and Trust respectively. In terms of EED, we found ARV2V 57.6% performance 5.2% better than LT, also Trust schemes met 52.4% more delay than LT.Similarly, in term of ALD ARV2V provides 29.7% and 7.8% more stable link duration than Trust and LT respectively, however LT has 21.9% proficient ALD than Trust. ARV2V protocol have 27.5% and 14% lesser load than Trust and LT respectively in terms of NRO, while Trust has approximately 13% more NRO than LT.
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فیض احمد فیض کی شاعری کا تنقیدی جائزہ

فیض احمد فیض کی شاعری کا تنقیدی جائزہ
فیض احمد فیض غالب اور اقبال کے بعد اردو کے سب سے عظیم شاعر ہیں۔ آپ تقسیمِ ہند سے پہلے ۱۹۱۱ء میں سیالکوٹ میں پیدا ہوئے۔ آپ انجمن ترقی پسند مصنفین تحریک کے فعال رکن اور ایک ممتاز اِشتراکیت سٹالنسٹ فکر کے کمیونسٹ تھے۔
فیض شاعری میں ایک نئی روایت کے علمبردار وہ ترقی پسند تحریک کے بانیوں میں سے ہیں مگر ان کے ہاں دیگر ترقی پسندوں کی طرح تلخی نہیں ہے۔ انہوں نے مروجہ الفاظ کو نہایت فنکارانہ انداز میں معنی عطا کیے اور غزل کی معروف روایات کو اپنے نصب العین کے مفاہیم کے ساتھ بیان کیا۔
بچپن:
فیض۱۳ فروری ۱۹۱۱ء کو کالا قادر، ضلع نارووال، پنجاب، برطانوی ہند میں ایک معزز سیالکوٹی گھرانے میں پیدا ہوئے۔۱۹۲۱ئمیں آپ نے سکاچ مشن اسکول سیالکوٹ میں داخلہ لیا اور یہاں میٹرک تک تعلیم حاصل کی۔ میٹرک کے امتحانات کے بعد آپ نے ایف اے کا امتحان مرے کالج سیالکوٹ سے پاس کیا۔ آپ نے اسکول میں فارسی اور عربی زبان سیکھی۔بی اے آپ نے گورنمنٹ کالج لاہور سے کیا اور پھر وہیں سے ۱۹۳۲ئمیں انگریزی میں ایم اے کیا۔ بعد میں اورینٹل کالج لاہور سے عربی میں بھی ایم اے کیا۔
ترقی پسند تحریک کا قیام:
۱۹۳۵ء میں آپ نے محمڈن اینگلو اورینٹل کالج، امرتسر میں انگریزی و برطانوی ادب کے لیکچرر کی حیثیت سے ملازمت کی؛ اور پھر ہیلے کالج لاہور میں۔ آپ نے ۱۹۳۶ئمیں سجاد ظہیر اور صاحبزادہ محمودالظفر کے ساتھ مل کر انجمن ترقی پسند مصنفین تحریک کی بنیاد ڈالی۔
شاعری کے مجموعے:
• نقش فریادی • دست صبا
• زنداں نامہ • دست تہ سنگ
• سر وادی سینا • شام شہر یاراں
• مرے دل مرے مسافر • نسخہ ہائے وفا (کلیات)
فیض ناقدین کی نظر میں:
معروف نقاد پروفیسر آل احمد سرور...

فیملی بزنس میں'' ابہام'' سے پیدا ہونے والے مسائل کا شرعی و تحقیقی جائزہ

ABSTRACTFamily Business is a very important form of business in this era and especially because of this it merely does not matter the business, but more sensitivity is of close relatives and relationships. That is why it has many administrative, Shariah and ethical complications. That is why, this theme has been created as a field of discussion and research. If the issues of Family Business are reviewed, their root is to leave the matters undefined, uncleared and undocumented. Then the solution to all these issues is to overcome their ‘Unclarity’ found in different aspects. To finish the matter, we should clear and correct for example ‘business status’ between father and sons, uncle and nephew or a few brothers. Similarly, in case of death of elders, the inheritance is to be determined. Then that all the matters should be written in a very brief manner and arranged. It is also possible to calculate the income and expenditure account. It is not appropriate that every partner should spend without any speculation. Then one time it becomes difficult to face each other. In this article, we have tried to review all the dimensions where there may be more problems due to ‘unclearity’ in mutual business dealings. In this context, the first business status of family members has been explained. Then mentioned the problems raised after the death of the family leader. Later on, more aspects of the problem are presented by presenting some other observation examples on this subject.

Molecular Characterization of Human Recombinant Interleukin-1Ra Mutants

Aim of the present study is the expression of biological active interleukin 1receptor antagonist (IL-1Ra) and its mutants in prokaryotic as well as in eukaryotic expression system. cDNA was isolated from human placenta and gallbladderfor cloning and expression studies. To amplify the target gene, conditions were optimized by using the gene specific primers of the interleukin-1Ra gene. Amplified product about 500bp comprises of the coding region of interleukin-1 Ra was cloned in plasmid PCR 2.1. Recombinant was confirmed by analyzing through colony PCR and restriction digestion. Sequence verification of the gallbladder cDNA derived clone showed 100% homology with the reported sequence of interleukin-1Ra. Another part of the current study that presented in the thesis is to deal with some modification to interleukin-1Ra gene by site directed mutagenesis and to study the effects of these modifications on protein expression, solubilization, refolding and their effects on biological activity as compared with the wild type recombinantinterleukin-1receptor antagonist (rhIL-1Ra). As interleukin-1Ra contain four cysteine residues at position 66, 69,116 and122(Schreuder et al. 1995). Two cysteine residues 69 and 116 are involved in disulphide bridge formation and are responsible for biological activity of the interleukin 1Ra while cysteine at 66 and 122 positions are not involved in disulphide bridge formation. So it was proposed that substitution of these free cysteines with serine amino acid may be helpful to generate recombinant interleukin-1Ra mutants with more homogenicity, high reproducibility and with enhanced specific activity. By performing site directed mutagenesis replaced the cysteine 66 to alanine, cysteine 66 to serineand both cysteine 66& 122 replaced to serine and similarly delete the cysteine residue at position 66, both 66&122, and 116. Screen the positive mutated vi clone with sequence verification. In order to evaluate the expression study in bacterial system the above positive mutated clones (WrhIL-1Ra, Mutant1 (Cys66Ala), Mutant 2 (Cys66Ser), Mutant3 (Cys66&122Ser), Mutant 4 (Cys66 deleted), Mutant 5 (Cys66&122 deleted) and Mutant 6 (Cys116 deleted) were cloned into the expression vector PET 30 under T7 promoter. Different E-coli expression host strains such as, RossettaDE3, BL21DE3PLys, BL21DE3 were used to evaluate the high level expression of interleukin 1Ra protein. A high expression level of IL-1Ra was observed in the E-coli expression host strain Rossetta2DE3 as compared to BL21DE3 and BL21DE3PLys. Fermentation conditions were optimized for high expression yield of IL-1Ra. High expression levels and cell biomass were observed in both M 9 modified and auto induction media. Usually the over expressed protein in eukaryotic system is unable to fold in proper conformation and are deposited as insoluble inclusion bodies (IBs). To obtain the active protein from these aggregates conditions were optimized for inclusion bodies isolation, solubilization, refolding and purification. Refold the solubilized inclusion bodies. The refolding yield of rhIL-1Ra mutated clone (as analyzed byRP-HPLC) 60%(Mutant 1, Mutant 2 and Mutant 3), 70% (Mutant 4), 75%(Mutant 5) and 50%(Mutant 6) respectively was observed. Prior to the ion exchange chromatography refolded protein of all the mutants were diafilterd to remove the salts and refolding additives. RhIL-1Ra and its mutant proteins were further purified using AKTA system by ion exchange on DEAE Sepharose column. Purified protein with a yield (WT 300mg/L, Mutant1 (Cys66Ala) 300mg/L, Mutant2 (Cys66Ser) 312mg/L, Mutant3 (Cys66&122Ser) 327mg/L, Mutant 4 (Cys66 deleted) 343mg/L, Mutant 5 (Cys66&122 deleted) 390mg/L and Mutant 6 (Cys116 deleted) 213mg/L respectively was obtained (with 98% purity) as characterized by SDS-PAGE, HPLC and western blot analysis. Biological activity of rhIL-1Ra was calculated by inhibition results of vii thymocyte proliferative response to rhIL-1Ra as described (Tan et al. 2005). Purified protein of all the mutant shows inhibition of thymocyte proliferation to some extent but when compare to wild type IL-1Ra no significant difference in activity was observed in the wild type and in Mutant1 (Cys66Ala). It was observed that biological activity of the Mutant 2 (Cys66ser) and Mutant 3 (Cys66 &122 Ser) displayed 3 fold and 7 fold higher activity than the wild type IL-1Ra. Mutant 4 (Cys66 deleted) and Mutant5 (Cys66 &122 deleted) although express high yield protein, but dramatically had 5 fold and 10 fold low activities as compared to wild type IL-1Ra. While Mutant 6 (Cys116 deleted) showed 50 fold less activity. In Conclusion we constructed six mutants (Cys66Ala, Cys66Ser, Cys66&122Ser, Cys66 deleted, Cys66&122deleted, Cys116deleted) by site-directed mutagenesis and characterized. Optimization in expression and purification process significantly enhanced the expression and product yield of the some mutants of rhIL-1Ra. These modifications enhance the mutants (Cys66Ser, Cys66&122Ser) activity as compared to the native rhIL 1Ra. The strategy applied here may also be helpful to express and purify other functional therapeutic proteins