Please refer to "A scientist's and engineer's guide to DSP"..
Find its location elsewhere on the forum. Also, there have been many threads earlier dealing with this topic. So please refer to them.
My first book for u to read would be Lyons book. Based on your progress you can move on to Mitra's book. You will also feel helpful to have Matlab software and some DSP emulator board.