//As of now I can able to download the pdf file from GCP using the signed URL with the help of the below //code
BlobInfo blobInfo = BlobInfo.newBuilder(BlobId.of(bucketName, gcsFolderPrefix + fullFileName)).build();
URL url = storage.signUrl(blobInfo, 15, TimeUnit.MINUTES, Storage.SignUrlOption.withV4Signature());