Digital signatures (DS) are the modern-day guardians of authenticity and security in the digital realm. Even though the goal has stayed the same, the scope of its suitability and the boundaries at which it can be applied have necessitated perpetual improvements in speed, safety, and computation. Increased DS secure efficiency is in high demand, especially considering the Internet of Things (IoT), blockchain technology (BC), and cryptocurrencies. Signatures are generated using a digital signature scheme (DSS). To address the nonrepudiation problem of IoT over the Blockchain ecosystem, let us create this scheme. This article explores EdDSA (Edward Curve Digital Signature Algorithm), a popular DSA, along with a proposed hybrid signature, and how it can be implemented in the IoT based on BC. It also compares the Edward, Hyperelliptic, and Elliptic curve cryptography. Then, we compared the Edwards curve digital signature algorithm (EdDSA) to Elliptic Curve DSA(EcDSA) heuristically and Hyper Elliptic Curve DSA(HeDSA). The study results demonstrate that EdDSA is an improvement over ECDSA and HeDSA. From the study, the proposed scheme, Optimized Edward-El Gamal with Extreme performance Edward curve Accumulate signature (OEDECAS), provides more security and is evaluated to be used in the Blockchain and IoT sectors with positive results right away. It shows a 15% improvement in the transaction flow, a 15% improvement in block validation, and tamper-proof security for IoT, like the same system, implemented without OEDECAS.