This design appeared in the 1808 Ackermann’s The upholsterer’s and cabinetmakers Repository.
We have previously featured two other designs for sofa beds:
Regency Household: A French Sofa Bed – Regency Reader (regrom.com)
Regency Household: A French Bed – Regency Reader (regrom.com)