After a lot of research, here is my conclusion. It may not be right but works for me :
The Android device holds on to the DHCP IP address even after the router has released it and re-assigned it to another device. When the Android tries to reconnect the router will not let the Android keep the IP address so the link is never set up correctly.
Solution :
1/ When you have a successful connection get the IP and MAC addresses of the Android then set up the router so that that IP address is reserved for that particular device.
2/ On the Android assign a fixed IP address that is within the same subnet but not the DHCP range as your router. E.g.
Subnet mask : 255.255.255.0
Subnet address space : 192.168.1.1 to 192.168.1.254
DHCP range (range set in router) : 192.168.1.1 to 192.168.1.150
Fixed IP address range (addresses set on the devices) : 192.168.1.150 to 192.168.1.254
If you have found this solution useful then please do hit the Google (+1) button so that others may be able to find it as well.
Numerix-DSP Libraries : http://www.numerix-dsp.com/eval/
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