How about hiring a personal trainer to help you get going at it?
When choosing someone have a frank discussion as to what you want, how you want to approach it, and your assessment of your physical limitations, and see if s/he is up to the challenge. Many will come to your home, and are quite capable of working to your specifics .... and without needing gym equipment.