# Patents, Papers, Thesis

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#### Masters Thesis
- Data analysis and Anomaly Detection in Buildings using Sensor Data [EPFL 2018](https://www.deepakkarkala.com/docs/articles/machine_learning/anomaly_detection/thesis.pdf)


#### Patents
- Method and system for symbol level interference cancellation at a receiver for multiuser detection: [Signalchip Innovations 2017](https://patents.justia.com/patent/9602240)
- Method and System for Performing Optimized Channel Estimation: [Signalchip Innovations 2016](https://patents.justia.com/patent/20160365991)


#### Journal Publications

- Data-Resolution based Optimization of the Data-Collection Strategy for Near Infrared Diffuse Optical Tomography: [IISc - Medical Physics 2012](https://cds.iisc.ac.in/faculty/yalavarthy/Karkala_MedPhys_2012.pdf)

- Mesh simplification based on edge collapsing could improve computational efficiency in near infrared optical tomographic imaging: [IISc - IEEE JSQTE 2012](https://cds.iisc.ac.in/faculty/yalavarthy/Thomas_IEEEJSTQE_2012.pdf)