Doctor of Philosophy in Electrical Engineering and Computer Sciences - Signal Processing

Adaptive signal processing, machine learning, and signal modeling, indexing, searching, and retrieval, Multirate and multi-channel processing, Restoration and enhancement, Signal analysis, identification, spectral estimation, and understanding, Signal representation, compression, coding, quantization and sampling, Statistical signal processing, detection, estimation, and classification, Watermarking, encryption, and data hiding, Wavelets, filter banks, time frequency techniques. Audio, speech, image, and video processing, graphics, Biological & biomedical signals, Computer vision, Radar and lidar, Geophysical signals, Synthetic signals, Astronomical signals

A bachelor's degree or recognized equivalent from an accredited institution. If you are in your final year of studies and you expect to earn your degree by mid-August of the following year, you may apply. If you are admitted, you will be required to provide proof at that time that you have earned your bachelor's degree, usually in the form of a final official transcript. If you attended an American university or a university that uses a similar 4.0 scale, a satisfactory scholastic average with a minimum grade-point average (GPA) of 3.0 (B) is required. If you attended a university that does not use the 4.0 system, Three (3) Letters of Recommendation uploaded as PDFs through the link provided in the online application. Your letters could include details about your goals, research accomplishments, technical and leadership skills, academic work, etc. We suggest to give your recommenders at least a few weeks to write your letters. The General Test of the Graduate Record Examination (GRE). We do not have minimum or cutoff GRE test scores. Statement of Purpose, Personal History Statement, Unofficial Transcripts, Resume, All three sections of the GRE are required, The minimum TOEFL score required by UC Berkeley for graduate admission is 570 on the paper-based test (PBT), 230 on the computer based test (CBT), and 90 on the Internet Based Test (iBT). The minimum score for the IELTS is an overall band score of 7, there are no minimum scores for the individual bands. A grade point average of B or better (3.0).