Parsing GPS($GPRMC)... Significance of Validity
This particular NMEA sentence is a "Recommended minimum specific GPS/Transit data" data stream. "A" or "V" is a receiver warning. http://aprs.gids.nl/nmea/#rmc

I would ignore all "V" sentences and see what useful data you have left.