Try the train http://www.thetrainline.com if its a weekend you might be pleasantly surprised by a cheap fair.

If I was going on the bike I would go M4 A4 and turn left at Hyde Park corner, yep bikes are free from the congestion charge and there is bike parking at Grosvenor Square