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Estimation of Direction of Arrival for Adaptive Beamforming

Thesis Info

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Author

Zaman, Fawad

Supervisor

Ijaz Mansoor Qreshui

Program

PhD

Institute

International Islamic University

City

Islamabad

Province

Islamabad.

Country

Pakistan

Thesis Completing Year

2013

Thesis Completion Status

Completed

Subject

Applied Sciences

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/2386/1/3008S.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676726092699

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Estimation of Direction of Arrival (DOA) of sources is a basic component of adaptive beamforming. The objective is to steer the main beam in the desired direction, while nulls are allocated in the direction of unwanted signals. It is an area of research which has got direct applications in radar, sonar, seismic exploration, mobile communication etc. Besides DOA estimation, amplitude, frequency and range are the other important parameters that need to be estimated. This dissertation is a contribution towards the above mentioned areas. These contributions are mainly divided into two parts. In first part, our contribution is to develop efficient schemes to jointly estimate the amplitude and DOA of the far field sources. Specifically, we have targeted the joint estimation of amplitude and 2-D DOA (elevation & azimuth angles) of far field sources impinging on 1-L and 2-L shape arrays. In the second part, we deal with near field sources impinging on uniform linear and centro-symmetric cross shape arrays. The basic tool applied to estimate these parameters are meta-heuristic or nature inspired algorithms, which are tailored and trained to solve the problem in hand. These techniques include Genetic algorithm, Particle swarm optimization, Differential evolution and Simulated Annealing. In order to improve the performance, the global search optimizers (meta-heuristic techniques) are hybridized with rapid local search optimization methods such as Pattern search, Interior point algorithm and Active set algorithm. We have used two fitness functions for the far field, as well as, for the near field sources. Initially, we have used Mean Square Error (MSE) as a performance evaluation criterion. This fitness function is based on maximum likelihood principle. The second fitness function is multi-objective, which is the combination of MSE and correlation between desired and estimated vectors after normalization. Both of the fitness functions are easy to implement and need a single snapshot to generate the results. They also avoid any ambiguity among the angles that are supplement to each other. The proposed hybrid schemes are compared with the individual responses of these algorithms and also with the traditional classical techniques available in the literature. The comparison parameters are chosen as the estimation accuracy, convergence, robustness against noise, MSE and proximity effects. To get the near optimum statistics, a large number of Monte-Carlo simulations are carried out for each scheme.
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کمپیوٹر عصرِ حاضر کی اہم ضرورت

کمپیوٹر عصر حاضر کی اہم ضرورت
نحمدہ ونصلی علی رسولہ الکریم امّا بعد فاعوذ بااللہ من الشیطن الرجیم
بسم اللہ الرحمن الرحیم
معزز اسا تذہ کرام اور میرے ہم مکتب ساتھیو!
آج مجھے جس موضوع پر اظہار خیال کرنا ہے وہ ہے:’’ کمپیوٹر عصر حاضر کی اہم ضرورت‘‘
کمپیوٹر عقلِ انسانی کا اک انعام ہے
زندگی کا سہل اس کے دم سے ہر اک کام ہے
صدرِذی وقار!
قوموں کی زندگی میں کچھ لمحات ایسے آتے ہیں جو ان کی زندگی میں امر ہو جاتے ہیں۔ قرآنِ پاک میں ہے کہ انسان کے لیے کائنات کی ہر چیز مسخر کر دی گئی ہے۔ ہر چیز انسان کے تابع ہے، انسان جب چاہے، جہاں چاہے اور جیسے چاہے کائنات کے ذرے ذرے پرحکومت کر سکتا ہے، قرآن پاک کی اس آیت نے اہل لب کی زندگی میں انقلاب برپا کر دیا، اور کمپیوٹر کو دیکھ کر قرآن پاک کی یہ حقیقت تو اور بھی الم نشرح ہو جاتی ہے کہ کائنات کی ہر چیز مسخر کر دی گئی ہے۔
جنابِ صدر!
کمپیوٹر عصر حاضر کی اہم ضرورت ہے ، یہ ہمارے لاکھوں مسائل حل کر دیتی ہے۔ کمپیوٹر کی ایجاد ایک ایسی ایجاد ہے کہ ہماری بے شمار مشکلات آناًفا ناًدرست انداز میں حل کر دیتی ہے، یہ اعدادوشمار کو جمع کرنے اور ان کا تقابلی جائزہ لینے کے کام بھی آتا ہے، دوسرے الفاظ میں اس کی اپروچ اور ڈاٹا کاعمل انسانی دماغ سے کئی گنا بہتر اور جلدحل ہوجاتا ہے یہ معلومات کو print کرنے کی صلاحیت بھی رکھتا ہے۔
صدرِ ذی وقار!
کمپیوٹر عصر حاضر میں اللہ تعالیٰ کا انعام ہے، ایک عظیم نعمت ہے، ایک نفع بخش ایجاد ہے، جس طرح اللہ تعالیٰ نے دنیا کے لیے اپنی نعمتوں کی فراوانی فرمائی ہے، اپنے انعاماتِ رفیعہ سے عوام النّاس کو نوازا...

ڈاكٹر حمید اللہ كی خدمت حدیث

Hadith is a verbal and practical interpretation of the Holy Quran and the second great source of Islamic jurisdiction. A misunderstanding about Hadith was propagated that it was compiled in the Third Century. The scholars of the sub-continent shook off those doubts raised against Hadith with lucid arguments. The personality who got the honour of writing on Hadith with intellectual evidence and deep research pattern was Dr. Hameed Ullah. Dr. Hameed Ullah proved with research that the work of compilation of Hadith started in the era of the Prophet (PBUH) and that of his companions (RA) . It further expanded in the era of the disciples ofthe Prophet's companions. This basic service ofHadith by these people strengthens the rule that compilation of Hadith was started in Prophet's era. The documents of the Prophet's reign and those of his companions and their disciples prove it that latter is a sufficient reply to reject the claims of those who don't trust in Hadith and those of the Orientalists that the writing of Hadith is the phenomenon two

Crop Yield As Affected by Soil Moisture Conservation and Fertility Management Practices on Eroded Land in Pothwar Region

The productivity of Pothwar plateau is quite low which is mainly attributed to low soil fertility and soil moisture stress at critical plant growth stages. The suitability of soil for crop production depends on the physical, chemical and biological characteristics of soil. Soil erosion affects the soil properties and crop production by reducing nutrient supply, water infiltration and water holding capacity. The crops like wheat, maize and sorghum are mainly grown in Pothwar rain-fed area and yields of these crops are less than their potential. The crop production strategies for increasing yields and sustaining them must include an integrated approach of soil nutrients management along with other complementary measures such as rain-water conservation. The present study was undertaken to evaluate the effect of water conservation and soil fertility management practices on maize and wheat crop yields under rain-fed conditions of Pothwar at Fatehjang and Gujar Khan target areas and on sorghum yield in controlled conditions. This study consists of three experiments carried out during 2004-2007. The first study was a comprehensive survey for characterization of eroded land in Pothwar areas. Nine soil series viz. Missa, Pirsabak, Burhan, Rajar, Bahtar, Basal, Kufri, Khaur and Balkassar from Fatehjang area and eight soil series viz. Missa, Pirsabak, Guliana, Rajar, Balkassar, Rawalpindi, Chakwal and Satwal were sampled from Gujar Khan area. Data from the analysis of soil series elucidated that the soils at Fatehjang for both depths (0-15 cm and 30-45 cm) were alkaline (7.65-8.37) while at Gujar Khan the soil pH was slightly lower (7.36-7.94). Both area soils were free of salinity problem, however, on the average, soils of Gujar Khan target area had relatively lower free lime content than those from2 Fatehjang area. Organic matter contents were found higher in Gujar Khan than Fatehjang area. At Fatehjang deficiency of nutrients was 100 % (N), 100 % (P), 14 % (K), 100 % (Zn), 5 % (Cu), 38 % (Fe), 0 (Mn) and 100 % (B) for topsoil and for subsoil it was 100 % (N), 100 % (P), 29 % (K), 100 % (Zn), 12 % (Cu), 60 % (Fe), 0 (Mn) and 100 % (B). Similarly, at Gujar Khan area deficiency of nutrient was 97 % (N), 95 % (P), 32 % (K), 97 % (Zn), 0 (Cu), 20 % (Fe), 0 (Mn), 85 % (B), for topsoil and for subsoil it was 100 % (N), 100 % (P), 48 % (K), 100 % (Zn), 0 (Cu), 22 % (Fe), 0 (Mn), 90 % (B). The variability for studied soil characteristics at Fatehjang having coefficient of variance (CV) from 2 to 117 % and at Gujar Khan area the CV was from 3 to 155 %. Among soil series at both sites for both soil depths no specific trend of soil characteristics was related to soil erosion level. Simple correlation of organic matter, pH and free lime content (CaCO 3 ) with soil nutrient was observed. The second study was conducted to evaluate the effect of integrated moisture conservation and fertilizer application on crop yield of wheat and maize. Field experiments were conducted on the selected soil series of Fatehjang viz. Missa and Rajar and Gujar Khan viz. Guliana and Rajar to study the effect of integrated rain water conservation and fertilizer application on crop yield. There were four treatments, which consisted of: control, no soil water conservation and farmer''s rate of fertilizer application (T 1 ), improved fertilizer application + no soil water conservation practices (T 2 ), soil water conservation practices, i.e., deep plowing, bund improvement, plowing across contour + farmer''s rate of fertilizers application (T 3 ) and soil water conservation + improved fertilizer application (T 4 ). Two year data of wheat and maize showed that integrated moisture conservation and fertilizer3 application treatment proved effective and gave the highest yield. Similarly, water use efficiency (WUE) and nutrient uptake were greater under this treatment. Economic analysis showed that farmers can get significant profit by adopting rainwater conservation practices along with the application of balanced fertilizer application according to soil and crop requirements. However, data on nutrient status after wheat-maize cropping system indicated that there was an increase in nutrients content (N, P, Zn and B) over that in the original soil, but despite of this little increase in nutrients, the soil still remained deficient in all the nutrients. The third study was conducted in a greenhouse to determine the impact of mulching and integrated nutrient management on water use and yield of sorghum. Sorghum is one of the most important crops of rainfed area. It is often a dual purpose crop with both the grain and stover considered as highly valued inputs. The greenhouse experiment revealed that mulch with integrated nutrient management (INM) is an effective measure to increase sorghum yield and WUE. Uptake of N and P was greater for the mulch treated plots than those without surface mulch, and uptake was highest for the N + P fertilizer, followed by the 1⁄2 N + P fertilizer + manure, and then from the 1⁄2 N + P fertilizer + compost treated soil. More amount of water was used by non-mulch treatments but yield produce was less than mulch treatments. Integrated nutrient management produced yield at par with N+P fertilizer treatment but the amount of water used was less, so higher WUE was recorded in mulch treatments with integrated nutrient management. It was concluded that the practice of moisture conservation along with supplying nutrients properly enhanced the crop as well as profitability in eroded soils of Pothwar plateau